From f0f6f412bbfd7ce24c6c28b788159629cfb4783a Mon Sep 17 00:00:00 2001 From: akhdanre Date: Wed, 14 May 2025 23:07:52 +0700 Subject: [PATCH] feat: adding new model training --- question_generation/answer_model.py | 424 + question_generation/answer_predict.py | 151 + question_generation/cnv_dts.py | 54 + question_generation/data.json | 53 + question_generation/data_converted.json | 37245 ++++++++++++++++ .../model_evaluation_results.txt | 3 + question_generation/predict_qa.py | 0 question_generation/qa_dataset.json | 178 + .../qa_generator_tokenizers.json | 1 + question_generation/qa_model.py | 490 + question_generation/qa_tokenizers.json | 1 + question_generation/qg_lstm.ipynb | 277 +- question_generation/qg_lstm_v2.ipynb | 615 - .../question_answer_model.ipynb | 1050 + .../question_generation_model.ipynb | 1288 + question_generation/question_model.py | 357 + question_generation/question_model_v2.py | 473 + question_generation/question_predict.py | 210 + question_generation/question_predict_v2.py | 188 + .../question_prediction_tokenizers.json | 1 + .../question_prediction_training_history.png | Bin 0 -> 51525 bytes .../stabel_train_qg_dataset.json | 0 question_generation/training_history.png | Bin 0 -> 90663 bytes 23 files changed, 42320 insertions(+), 739 deletions(-) create mode 100644 question_generation/answer_model.py create mode 100644 question_generation/answer_predict.py create mode 100644 question_generation/cnv_dts.py create mode 100644 question_generation/data.json create mode 100644 question_generation/data_converted.json create mode 100644 question_generation/model_evaluation_results.txt create mode 100644 question_generation/predict_qa.py create mode 100644 question_generation/qa_dataset.json create mode 100644 question_generation/qa_generator_tokenizers.json create mode 100644 question_generation/qa_model.py create mode 100644 question_generation/qa_tokenizers.json delete mode 100644 question_generation/qg_lstm_v2.ipynb create mode 100644 question_generation/question_answer_model.ipynb create mode 100644 question_generation/question_generation_model.ipynb create mode 100644 question_generation/question_model.py create mode 100644 question_generation/question_model_v2.py create mode 100644 question_generation/question_predict.py create mode 100644 question_generation/question_predict_v2.py create mode 100644 question_generation/question_prediction_tokenizers.json create mode 100644 question_generation/question_prediction_training_history.png create mode 100644 question_generation/stabel_train_qg_dataset.json create mode 100644 question_generation/training_history.png diff --git a/question_generation/answer_model.py b/question_generation/answer_model.py new file mode 100644 index 0000000..944321a --- /dev/null +++ b/question_generation/answer_model.py @@ -0,0 +1,424 @@ +import numpy as np +import pandas as pd +import json +import random +import tensorflow as tf +from tensorflow.keras.preprocessing.text import Tokenizer +from tensorflow.keras.preprocessing.sequence import pad_sequences +from tensorflow.keras.models import Model, load_model +from tensorflow.keras.layers import ( + Input, + LSTM, + Dense, + Embedding, + Bidirectional, + Concatenate, + Attention, + Dropout, +) +from tensorflow.keras.callbacks import ModelCheckpoint, EarlyStopping +from sklearn.model_selection import train_test_split +import matplotlib.pyplot as plt +import re +import string +from collections import Counter + +# Data contoh yang diberikan +# data = [ +# { +# "context": "raden ajeng kartini lahir pada 21 april 1879 di jepara", +# "tokens": [ +# "raden", "ajeng", "kartini", "lahir", "pada", "21", "april", "1879", "di", "jepara" +# ], +# "ner": [ +# "PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC" +# ], +# "srl": [ +# "ARG0", "ARG0", "ARG0", "V", "O", "ARGM-TMP", "ARGM-TMP", "ARGM-TMP", "O", "ARGM-LOC" +# ], +# "qas": [ +# { +# "type": "isian", +# "question": "Dimana kartini lahir ___", +# "answer": "jepara", +# "id": "qa_0_q1" +# }, +# { +# "type": "true_false", +# "question": "Kartini lahir pada tanggal 21 mei 1879 ___", +# "options": ["true", "false"], +# "answer": "false", +# "id": "qa_0_q2" +# } +# ] +# }, +# { +# "context": "kerajaan majapahit berdiri pada tahun 1293 di trowulan", +# "tokens": [ +# "kerajaan", "majapahit", "berdiri", "pada", "tahun", "1293", "di", "trowulan" +# ], +# "ner": [ +# "O", "ORG", "O", "O", "O", "DATE", "O", "LOC" +# ], +# "srl": [ +# "ARG1", "ARG1", "V", "O", "O", "ARGM-TMP", "O", "ARGM-LOC" +# ], +# "qas": [ +# { +# "type": "opsi", +# "question": "Dimana kerajaan majapahit berdiri ___", +# "options": ["trowulan", "singasari", "kuta", "banten"], +# "answer": "trowulan", +# "id": "qa_1_q1" +# }, +# { +# "type": "true_false", +# "question": "Kerajaan majapahit berdiri pada tahun 1300 ___", +# "options": ["true", "false"], +# "answer": "false", +# "id": "qa_1_q2" +# } +# ] +# }, +# { +# "context": "soekarno dan mohammad hatta memproklamasikan kemerdekaan indonesia pada 17 agustus 1945", +# "tokens": [ +# "soekarno", "dan", "mohammad", "hatta", "memproklamasikan", "kemerdekaan", "indonesia", "pada", "17", "agustus", "1945" +# ], +# "ner": [ +# "PER", "O", "PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE" +# ], +# "srl": [ +# "ARG0", "O", "ARG0", "ARG0", "V", "ARG1", "ARGM-LOC", "O", "ARGM-TMP", "ARGM-TMP", "ARGM-TMP" +# ], +# "qas": [ +# { +# "type": "isian", +# "question": "Pada tanggal berapa kemerdekaan indonesia diproklamasikan ___", +# "answer": "17 agustus 1945", +# "id": "qa_2_q1" +# }, +# { +# "type": "opsi", +# "question": "Siapa yang memproklamasikan kemerdekaan indonesia ___", +# "options": ["soekarno", "mohammad hatta", "sudirman", "ahmad yani"], +# "answer": "soekarno mohammad hatta", +# "id": "qa_2_q2" +# } +# ] +# } +# ] + +with open("data_converted.json", "r") as f: + data = json.load(f) + + + + +# # Simpan ke file JSON untuk kebutuhan di masa depan +# with read('qa_dataset.json', 'w', encoding='utf-8') as f: +# json.dump(data, f, ensure_ascii=False, indent=2) + + +# Preprocessing function +def preprocess_text(text): + """Melakukan preprocessing teks dasar""" + text = text.lower() + text = re.sub(r"\s+", " ", text).strip() + return text + + +# Persiapkan data untuk model +def prepare_data(data): + """Siapkan data untuk model""" + contexts = [] + tokens_list = [] + ner_list = [] + srl_list = [] + questions = [] + answers = [] + q_types = [] + + for item in data: + for qa in item["qas"]: + contexts.append(preprocess_text(item["context"])) + tokens_list.append(item["tokens"]) + ner_list.append(item["ner"]) + srl_list.append(item["srl"]) + questions.append(preprocess_text(qa["question"])) + answers.append(qa["answer"]) + q_types.append(qa["type"]) + + return contexts, tokens_list, ner_list, srl_list, questions, answers, q_types + + +# Siapkan data +contexts, tokens_list, ner_list, srl_list, questions, answers, q_types = prepare_data( + data +) + +# Tokenizer untuk teks (context dan question) +max_vocab_size = 10000 +tokenizer = Tokenizer(num_words=max_vocab_size, oov_token="") +tokenizer.fit_on_texts(contexts + questions + [" ".join(item) for item in tokens_list]) +vocab_size = len(tokenizer.word_index) + 1 + +# Encoding untuk NER +ner_tokenizer = Tokenizer(oov_token="") +ner_tokenizer.fit_on_texts([" ".join(ner) for ner in ner_list]) +ner_vocab_size = len(ner_tokenizer.word_index) + 1 + +# Encoding untuk SRL +srl_tokenizer = Tokenizer(oov_token="") +srl_tokenizer.fit_on_texts([" ".join(srl) for srl in srl_list]) +srl_vocab_size = len(srl_tokenizer.word_index) + 1 + +# Encoding untuk tipe pertanyaan +q_type_tokenizer = Tokenizer() +q_type_tokenizer.fit_on_texts(q_types) +q_type_vocab_size = len(q_type_tokenizer.word_index) + 1 + + +# Konversi token, ner, srl ke sequences +def tokens_to_sequences(tokens, ner, srl): + """Konversi token, ner, dan srl ke sequences""" + token_seqs = [tokenizer.texts_to_sequences([" ".join(t)])[0] for t in tokens] + ner_seqs = [ner_tokenizer.texts_to_sequences([" ".join(n)])[0] for n in ner] + srl_seqs = [srl_tokenizer.texts_to_sequences([" ".join(s)])[0] for s in srl] + return token_seqs, ner_seqs, srl_seqs + + +# Menentukan panjang maksimum untuk padding +context_seqs = tokenizer.texts_to_sequences(contexts) +question_seqs = tokenizer.texts_to_sequences(questions) +token_seqs, ner_seqs, srl_seqs = tokens_to_sequences(tokens_list, ner_list, srl_list) + +max_context_len = max([len(seq) for seq in context_seqs]) +max_question_len = max([len(seq) for seq in question_seqs]) +max_token_len = max([len(seq) for seq in token_seqs]) + + +# Pad sequences untuk memastikan semua input sama panjang +def pad_all_sequences(context_seqs, question_seqs, token_seqs, ner_seqs, srl_seqs): + """Padding semua sequences""" + context_padded = pad_sequences(context_seqs, maxlen=max_context_len, padding="post") + question_padded = pad_sequences( + question_seqs, maxlen=max_question_len, padding="post" + ) + token_padded = pad_sequences(token_seqs, maxlen=max_token_len, padding="post") + ner_padded = pad_sequences(ner_seqs, maxlen=max_token_len, padding="post") + srl_padded = pad_sequences(srl_seqs, maxlen=max_token_len, padding="post") + return context_padded, question_padded, token_padded, ner_padded, srl_padded + + +# Siapkan encoder untuk jawaban +answer_tokenizer = Tokenizer(oov_token="") +answer_tokenizer.fit_on_texts(answers) +answer_vocab_size = len(answer_tokenizer.word_index) + 1 + +# Encode tipe pertanyaan - FIX - Menggunakan indeks langsung bukan sequence +q_type_indices = [] +for q_type in q_types: + # Dapatkan indeks tipe pertanyaan (dikurangi 1 karena indeks dimulai dari 1) + q_type_idx = q_type_tokenizer.word_index.get(q_type, 0) + q_type_indices.append(q_type_idx) + +# Konversi ke numpy array +q_type_indices = np.array(q_type_indices) + +# One-hot encode tipe pertanyaan +q_type_categorical = tf.keras.utils.to_categorical( + q_type_indices, num_classes=q_type_vocab_size +) + +# Pad sequences +context_padded, question_padded, token_padded, ner_padded, srl_padded = ( + pad_all_sequences(context_seqs, question_seqs, token_seqs, ner_seqs, srl_seqs) +) + +# Encode jawaban +answer_seqs = answer_tokenizer.texts_to_sequences(answers) +max_answer_len = max([len(seq) for seq in answer_seqs]) +answer_padded = pad_sequences(answer_seqs, maxlen=max_answer_len, padding="post") + +# Split data menjadi train dan test sets +indices = list(range(len(context_padded))) +train_indices, test_indices = train_test_split(indices, test_size=0.2, random_state=42) + + +# Fungsi untuk mendapatkan subset dari data berdasarkan indices +def get_subset(data, indices): + return np.array([data[i] for i in indices]) + + +# Train data +train_context = get_subset(context_padded, train_indices) +train_question = get_subset(question_padded, train_indices) +train_token = get_subset(token_padded, train_indices) +train_ner = get_subset(ner_padded, train_indices) +train_srl = get_subset(srl_padded, train_indices) +train_q_type = get_subset(q_type_categorical, train_indices) +train_answer = get_subset(answer_padded, train_indices) + +# Test data +test_context = get_subset(context_padded, test_indices) +test_question = get_subset(question_padded, test_indices) +test_token = get_subset(token_padded, test_indices) +test_ner = get_subset(ner_padded, test_indices) +test_srl = get_subset(srl_padded, test_indices) +test_q_type = get_subset(q_type_categorical, test_indices) +test_answer = get_subset(answer_padded, test_indices) + +# Hyperparameters +embedding_dim = 100 +lstm_units = 128 +ner_embedding_dim = 50 +srl_embedding_dim = 50 +dropout_rate = 0.3 + + +# Function untuk membuat model +def create_qa_model(): + # Input layers + context_input = Input(shape=(max_context_len,), name="context_input") + question_input = Input(shape=(max_question_len,), name="question_input") + token_input = Input(shape=(max_token_len,), name="token_input") + ner_input = Input(shape=(max_token_len,), name="ner_input") + srl_input = Input(shape=(max_token_len,), name="srl_input") + q_type_input = Input(shape=(q_type_vocab_size,), name="q_type_input") + + # Shared embedding layer for text + text_embedding = Embedding(vocab_size, embedding_dim, name="text_embedding") + + # Embedding untuk NER dan SRL + ner_embedding = Embedding(ner_vocab_size, ner_embedding_dim, name="ner_embedding")( + ner_input + ) + srl_embedding = Embedding(srl_vocab_size, srl_embedding_dim, name="srl_embedding")( + srl_input + ) + + # Apply embeddings + context_embed = text_embedding(context_input) + question_embed = text_embedding(question_input) + token_embed = text_embedding(token_input) + + # Bi-directional LSTM untuk context dan token-level features + context_lstm = Bidirectional( + LSTM(lstm_units, return_sequences=True, name="context_lstm") + )(context_embed) + question_lstm = Bidirectional( + LSTM(lstm_units, return_sequences=True, name="question_lstm") + )(question_embed) + + # Concat token features (tokens, NER, SRL) + token_features = Concatenate(name="token_features")( + [token_embed, ner_embedding, srl_embedding] + ) + token_lstm = Bidirectional( + LSTM(lstm_units, return_sequences=True, name="token_lstm") + )(token_features) + + # Attention mechanism untuk context dengan memperhatikan question + context_attention = tf.keras.layers.Attention(name="context_attention")( + [context_lstm, question_lstm] + ) + + # Pool attention outputs + context_att_pool = tf.keras.layers.GlobalMaxPooling1D(name="context_att_pool")( + context_attention + ) + question_pool = tf.keras.layers.GlobalMaxPooling1D(name="question_pool")( + question_lstm + ) + token_pool = tf.keras.layers.GlobalMaxPooling1D(name="token_pool")(token_lstm) + + # Concat all features + all_features = Concatenate(name="all_features")( + [context_att_pool, question_pool, token_pool, q_type_input] + ) + + # Dense layers + x = Dense(256, activation="relu", name="dense_1")(all_features) + x = Dropout(dropout_rate)(x) + x = Dense(128, activation="relu", name="dense_2")(x) + x = Dropout(dropout_rate)(x) + + # Output layer untuk jawaban + answer_output = Dense( + answer_vocab_size, activation="softmax", name="answer_output" + )(x) + + # Create model + model = Model( + inputs=[ + context_input, + question_input, + token_input, + ner_input, + srl_input, + q_type_input, + ], + outputs=answer_output, + ) + + # Compile model + model.compile( + optimizer="adam", loss="sparse_categorical_crossentropy", metrics=["accuracy"] + ) + + return model + + +# Buat model +model = create_qa_model() +model.summary() + +# Callback untuk menyimpan model terbaik +checkpoint = ModelCheckpoint( + "qa_lstm_model.h5", monitor="val_accuracy", save_best_only=True, verbose=1 +) + +early_stop = EarlyStopping(monitor="val_accuracy", patience=5, verbose=1) + +# Training +batch_size = 8 +epochs = 50 + +# Ubah format jawaban untuk sparse categorical crossentropy +train_answer_labels = train_answer[:, 0] # Ambil indeks pertama dari jawaban +test_answer_labels = test_answer[:, 0] + +# Train model +history = model.fit( + [train_context, train_question, train_token, train_ner, train_srl, train_q_type], + train_answer_labels, + batch_size=batch_size, + epochs=epochs, + validation_data=( + [test_context, test_question, test_token, test_ner, test_srl, test_q_type], + test_answer_labels, + ), + callbacks=[checkpoint, early_stop], +) + + +# Simpan model dan tokenizer +model.save("qa_lstm_model_final.h5") + +# Simpan tokenizer +tokenizer_data = { + "word_tokenizer": tokenizer.to_json(), + "ner_tokenizer": ner_tokenizer.to_json(), + "srl_tokenizer": srl_tokenizer.to_json(), + "answer_tokenizer": answer_tokenizer.to_json(), + "q_type_tokenizer": q_type_tokenizer.to_json(), + "max_context_len": max_context_len, + "max_question_len": max_question_len, + "max_token_len": max_token_len, +} + +with open("qa_tokenizers.json", "w") as f: + json.dump(tokenizer_data, f) + +print("Model dan tokenizer berhasil disimpan!") diff --git a/question_generation/answer_predict.py b/question_generation/answer_predict.py new file mode 100644 index 0000000..c760c63 --- /dev/null +++ b/question_generation/answer_predict.py @@ -0,0 +1,151 @@ +import json +import numpy as np +import tensorflow as tf +from tensorflow.keras.models import load_model +from tensorflow.keras.preprocessing.sequence import pad_sequences +from tensorflow.keras.preprocessing.text import tokenizer_from_json +import re +import random + +# Load tokenizers and model configurations +with open("qa_tokenizers.json", "r") as f: + tokenizer_data = json.load(f) + +tokenizer = tokenizer_from_json(tokenizer_data["word_tokenizer"]) +ner_tokenizer = tokenizer_from_json(tokenizer_data["ner_tokenizer"]) +srl_tokenizer = tokenizer_from_json(tokenizer_data["srl_tokenizer"]) +answer_tokenizer = tokenizer_from_json(tokenizer_data["answer_tokenizer"]) +q_type_tokenizer = tokenizer_from_json(tokenizer_data["q_type_tokenizer"]) + +max_context_len = tokenizer_data["max_context_len"] +max_question_len = tokenizer_data["max_question_len"] +max_token_len = tokenizer_data["max_token_len"] +q_type_vocab_size = len(q_type_tokenizer.word_index) + 1 + +# Load trained model +model = load_model("qa_lstm_model_final.h5") + +def preprocess_text(text): + text = text.lower() + text = re.sub(r"\s+", " ", text).strip() + return text + +def predict_answer(context, question, tokens, ner, srl, q_type): + context_seq = tokenizer.texts_to_sequences([preprocess_text(context)]) + question_seq = tokenizer.texts_to_sequences([preprocess_text(question)]) + token_seq = [tokenizer.texts_to_sequences([" ".join(tokens)])[0]] + ner_seq = [ner_tokenizer.texts_to_sequences([" ".join(ner)])[0]] + srl_seq = [srl_tokenizer.texts_to_sequences([" ".join(srl)])[0]] + + q_type_idx = q_type_tokenizer.word_index.get(q_type, 0) + q_type_cat = tf.keras.utils.to_categorical([q_type_idx], num_classes=q_type_vocab_size) + + # Pad sequences + context_pad = pad_sequences(context_seq, maxlen=max_context_len, padding="post") + question_pad = pad_sequences(question_seq, maxlen=max_question_len, padding="post") + token_pad = pad_sequences(token_seq, maxlen=max_token_len, padding="post") + ner_pad = pad_sequences(ner_seq, maxlen=max_token_len, padding="post") + srl_pad = pad_sequences(srl_seq, maxlen=max_token_len, padding="post") + + # Predict + prediction = model.predict([context_pad, question_pad, token_pad, ner_pad, srl_pad, q_type_cat], verbose=0) + answer_idx = np.argmax(prediction[0]) + + # Retrieve predicted answer word + for word, idx in answer_tokenizer.word_index.items(): + if idx == answer_idx: + return word + + return "Unknown" + +def generate_question_answer(context, tokens, ner, srl, question_type="isian"): + entities = {} + predicate = "" + + for i, token in enumerate(tokens): + if ner[i] != "O": + entities.setdefault(ner[i], []).append(token) + if srl[i] == "V": + predicate = token + elif srl[i].startswith("ARG"): + entities.setdefault(srl[i], []).append(token) + + subject = " ".join(entities.get("ARG0", [""])) + + if question_type == "isian": + if "LOC" in entities: + location = " ".join(entities["LOC"]) + return f"Dimana {subject} {predicate} ___", location + elif "DATE" in entities: + date = " ".join(entities["DATE"]) + return f"Kapan {subject} {predicate} ___", date + + elif question_type == "true_false": + if "DATE" in entities: + original_date = " ".join(entities["DATE"]) + try: + modified_year = str(int(entities['DATE'][-1]) + random.randint(1, 5)) + modified_date = f"{entities['DATE'][0]} {entities['DATE'][1]} {modified_year}" + except: + modified_date = original_date # Fallback if parsing fails + return f"{subject} {predicate} pada {modified_date} ___", "false" + + elif question_type == "opsi": + if "LOC" in entities: + correct_location = " ".join(entities["LOC"]) + distractors = ["singasari", "kuta", "banten", "kediri", "makassar"] + distractors = [d for d in distractors if d != correct_location] + options = random.sample(distractors, 3) + [correct_location] + random.shuffle(options) + return f"Dimana {subject} {predicate} ___", options, correct_location + + return "Apa yang terjadi dalam teks ini ___", context + +# ✅ Example Usage with Random Sampling +if __name__ == "__main__": + with open("data_converted.json", "r") as f: + data = json.load(f) + + # Randomly select an example for testing + test_item = random.choice(data) + test_qa = random.choice(test_item["qas"]) + + predicted_answer = predict_answer( + test_item["context"], + test_qa["question"], + test_item["tokens"], + test_item["ner"], + test_item["srl"], + test_qa["type"] + ) + + print(f"Context: {test_item['context']}") + print(f"Question: {test_qa['question']}") + print(f"True Answer: {test_qa['answer']}") + print(f"Predicted Answer: {predicted_answer}") + + # Generate Random Question Example + example_context = test_item["context"] + example_tokens = test_item["tokens"] + example_ner = test_item["ner"] + example_srl = test_item["srl"] + + random_question_type = random.choice(["isian", "true_false", "opsi"]) + + result = generate_question_answer( + example_context, example_tokens, example_ner, example_srl, random_question_type + ) + + print("\nGenerated Question Example:") + print(f"Context: {example_context}") + print(f"Question Type: {random_question_type}") + + if random_question_type == "opsi": + question, options, correct_answer = result + print(f"Generated Question: {question}") + print(f"Options: {options}") + print(f"Correct Answer: {correct_answer}") + else: + question, answer = result + print(f"Generated Question: {question}") + print(f"Answer: {answer}") diff --git a/question_generation/cnv_dts.py b/question_generation/cnv_dts.py new file mode 100644 index 0000000..ebd6a64 --- /dev/null +++ b/question_generation/cnv_dts.py @@ -0,0 +1,54 @@ +import json +import re +from collections import OrderedDict + +def normalize_question(text): + text = re.sub(r'\s+([?.!,])', r'\1', text) + return text.capitalize() + +# Load data +with open('../dataset/dev_dataset_qg.json', 'r', encoding='utf-8') as file: + data = json.load(file) + +processed_data = [] + +for idx_entry, entry in enumerate(data): + if not isinstance(entry, dict): + continue + + if "context" not in entry: + entry["context"] = " ".join(entry.get("tokens", [])) + + # Update NER tags: ubah 'V' menjadi 'O' + ner_tags = entry.get("ner", []) + entry["ner"] = ["O" if tag == "V" else tag for tag in ner_tags] + + for idx_qa, qa in enumerate(entry.get("qas", [])): + if "id" not in qa: + qa["id"] = f"qa_{idx_entry}_q{idx_qa + 1}" + + answer = qa.get("answer") + if isinstance(answer, list): + qa["answer"] = " ".join(answer) + + question = qa.get("question") + if isinstance(question, list): + question_str = " ".join(question) + qa["question"] = normalize_question(question_str) + + # Reorder fields: tokens first, then the rest + ordered_entry = OrderedDict() + if "context" in entry: + ordered_entry["context"] = entry.pop("context") + # Add remaining fields in their original order + for key, value in entry.items(): + ordered_entry[key] = value + + processed_data.append(ordered_entry) + +# Save result +with open('data_converted.json', 'w', encoding='utf-8') as file: + json.dump(processed_data, file, indent=2, ensure_ascii=False) + +# Optional: Print first 2 entries for quick verification +print(json.dumps(processed_data[:2], indent=2, ensure_ascii=False)) diff --git a/question_generation/data.json b/question_generation/data.json new file mode 100644 index 0000000..6e21d74 --- /dev/null +++ b/question_generation/data.json @@ -0,0 +1,53 @@ +[ + { + "context": "Raden Ajeng Kartini lahir pada 21 April 1879 di Jepara.", + "tokens": [ + "raden", + "ajeng", + "kartini", + "lahir", + "pada", + "21", + "april", + "1879", + "di", + "jepara" + ], + "ner_tags": [ + "PER", + "PER", + "PER", + "V", + "O", + "DATE", + "DATE", + "DATE", + "O", + "LOC" + ], + "srl_tags": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "id": "kartini_001_q1", + "question": "Dimana Kartini lahir?", + "answers": [{ "text": "Jepara", "answer_start": 10 }] + }, + { + "id": "kartini_001_q2", + "question": "Kartini lahir pada tanggal ___?", + "answers": [{ "text": "21 April 1879", "answer_start": 6 }] + } + ] + } +] diff --git a/question_generation/data_converted.json b/question_generation/data_converted.json new file mode 100644 index 0000000..30f70ab --- /dev/null +++ b/question_generation/data_converted.json @@ -0,0 +1,37245 @@ +[ + { + "context": "raden ajeng kartini lahir pada 21 april 1879 di jepara", + "tokens": [ + "raden", + "ajeng", + "kartini", + "lahir", + "pada", + "21", + "april", + "1879", + "di", + "jepara" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana kartini lahir ___", + "answer": "jepara", + "id": "qa_0_q1" + }, + { + "type": "true_false", + "question": "Kartini lahir pada tanggal 21 mei 1879 ___", + "options": ["true", "false"], + "answer": "false", + "id": "qa_0_q2" + } + ] + }, + { + "context": "kerajaan majapahit berdiri pada tahun 1293 di trowulan", + "tokens": [ + "kerajaan", + "majapahit", + "berdiri", + "pada", + "tahun", + "1293", + "di", + "trowulan" + ], + "ner": ["O", "ORG", "O", "O", "O", "DATE", "O", "LOC"], + "srl": ["ARG1", "ARG1", "V", "O", "O", "ARGM-TMP", "O", "ARGM-LOC"], + "qas": [ + { + "type": "opsi", + "question": "Dimana kerajaan majapahit berdiri ___", + "options": ["trowulan", "singasari", "kuta", "banten"], + "answer": "trowulan", + "id": "qa_1_q1" + }, + { + "type": "true_false", + "question": "Kerajaan majapahit berdiri pada tahun 1300 ___", + "options": ["true", "false"], + "answer": "false", + "id": "qa_1_q2" + } + ] + }, + { + "context": "soekarno dan mohammad hatta memproklamasikan kemerdekaan indonesia pada 17 agustus 1945", + "tokens": [ + "soekarno", + "dan", + "mohammad", + "hatta", + "memproklamasikan", + "kemerdekaan", + "indonesia", + "pada", + "17", + "agustus", + "1945" + ], + "ner": [ + "PER", + "O", + "PER", + "PER", + "O", + "O", + "LOC", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "O", + "ARG0", + "ARG0", + "V", + "ARG1", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Pada tanggal berapa kemerdekaan indonesia diproklamasikan ___", + "answer": "17 agustus 1945", + "id": "qa_2_q1" + }, + { + "type": "opsi", + "question": "Siapa yang memproklamasikan kemerdekaan indonesia ___", + "options": ["soekarno", "mohammad hatta", "sudirman", "ahmad yani"], + "answer": "soekarno mohammad hatta", + "id": "qa_2_q2" + } + ] + }, + { + "context": "bumi mengelilingi matahari selama 365 hari", + "tokens": ["bumi", "mengelilingi", "matahari", "selama", "365", "hari"], + "ner": ["MISC", "O", "MISC", "O", "DATE", "DATE"], + "srl": ["ARG1", "V", "ARG2", "O", "ARGM-TMP", "ARGM-TMP"], + "qas": [ + { + "type": "isian", + "question": "Berapa lama bumi mengelilingi matahari ___", + "answer": "365 hari", + "id": "qa_3_q1" + } + ] + }, + { + "context": "presiden pertama indonesia adalah soekarno", + "tokens": ["presiden", "pertama", "indonesia", "adalah", "soekarno"], + "ner": ["O", "O", "LOC", "O", "PER"], + "srl": ["ARG1", "ARG1", "ARGM-LOC", "V", "ARG2"], + "qas": [ + { + "type": "opsi", + "question": "Siapa presiden pertama indonesia ___", + "options": ["soekarno", "suharto", "bj habibie", "gus dur"], + "answer": "soekarno", + "id": "qa_4_q1" + } + ] + }, + { + "context": "merkurius adalah planet yang paling dekat dengan matahari", + "tokens": [ + "merkurius", + "adalah", + "planet", + "yang", + "paling", + "dekat", + "dengan", + "matahari" + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "LOC"], + "srl": ["ARG1", "O", "O", "O", "ARGM-MNR", "ARGM-MNR", "O", "ARGM-LOC"], + "qas": [ + { + "type": "isian", + "question": "Planet apa yang paling dekat dengan matahari ___", + "answer": "merkurius", + "id": "qa_5_q1" + } + ] + }, + { + "context": "venus memiliki suhu permukaan yang sangat tinggi", + "tokens": [ + "venus", + "memiliki", + "suhu", + "permukaan", + "yang", + "sangat", + "tinggi" + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG0", "V", "ARG1", "ARG1", "O", "ARGM-EXT", "ARGM-EXT"], + "qas": [ + { + "type": "true_false", + "question": "Venus memiliki suhu permukaan tinggi ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_6_q1" + } + ] + }, + { + "context": "mars dikenal sebagai planet merah", + "tokens": ["mars", "dikenal", "sebagai", "planet", "merah"], + "ner": ["LOC", "O", "O", "O", "O"], + "srl": ["ARG1", "V", "O", "O", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Planet apa yang dikenal sebagai planet merah ___", + "answer": "mars", + "id": "qa_7_q1" + } + ] + }, + { + "context": "jupiter adalah planet terbesar di tata surya", + "tokens": [ + "jupiter", + "adalah", + "planet", + "terbesar", + "di", + "tata", + "surya" + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG1", "O", "O", "ARG1", "O", "ARGM-LOC", "ARGM-LOC"], + "qas": [ + { + "type": "opsi", + "question": "Planet apa yang terbesar di tata surya ___", + "options": ["mars", "jupiter", "saturnus", "neptunus"], + "answer": "jupiter", + "id": "qa_8_q1" + } + ] + }, + { + "context": "saturnus terkenal dengan cincin yang indah", + "tokens": ["saturnus", "terkenal", "dengan", "cincin", "yang", "indah"], + "ner": ["LOC", "O", "O", "O", "O", "O"], + "srl": ["ARG1", "V", "O", "ARG1", "O", "ARGM-MNR"], + "qas": [ + { + "type": "isian", + "question": "Planet apa yang terkenal dengan cincin indah ___", + "answer": "saturnus", + "id": "qa_9_q1" + } + ] + }, + { + "context": "uranus memiliki warna biru karena gas metana", + "tokens": [ + "uranus", + "memiliki", + "warna", + "biru", + "karena", + "gas", + "metana" + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG0", "V", "ARG1", "ARG1", "O", "ARGM-CAU", "ARGM-CAU"], + "qas": [ + { + "type": "opsi", + "question": "Planet apa yang berwarna biru ___", + "options": ["uranus", "neptunus", "venus", "mars"], + "answer": "uranus", + "id": "qa_10_q1" + } + ] + }, + { + "context": "neptunus adalah planet terjauh dari matahari", + "tokens": ["neptunus", "adalah", "planet", "terjauh", "dari", "matahari"], + "ner": ["LOC", "O", "O", "O", "O", "LOC"], + "srl": ["ARG1", "O", "O", "ARG1", "O", "ARGM-LOC"], + "qas": [ + { + "type": "isian", + "question": "Planet apa yang paling jauh dari matahari ___", + "answer": "neptunus", + "id": "qa_11_q1" + } + ] + }, + { + "context": "pluto dulu dianggap sebagai planet namun statusnya sudah berubah", + "tokens": [ + "pluto", + "dulu", + "dianggap", + "sebagai", + "planet", + "namun", + "statusnya", + "sudah", + "berubah" + ], + "ner": ["LOC", "TMP", "O", "O", "O", "O", "O", "TMP", "O"], + "srl": ["ARG1", "ARGM-TMP", "V", "O", "ARG1", "O", "ARG1", "ARGM-TMP", "V"], + "qas": [ + { + "type": "true_false", + "question": "Apakah pluto masih dianggap planet ___", + "options": ["true", "false"], + "answer": "false", + "id": "qa_12_q1" + } + ] + }, + { + "context": "soekarno membacakan teks proklamasi pada 17 agustus 1945", + "tokens": [ + "soekarno", + "membacakan", + "teks", + "proklamasi", + "pada", + "17", + "agustus", + "1945" + ], + "ner": ["PER", "O", "O", "O", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Pada tanggal berapa soekarno membacakan teks proklamasi ___", + "answer": "17 agustus 1945", + "id": "qa_13_q1" + } + ] + }, + { + "context": "pada 17 agustus 1945 soekarno membacakan teks proklamasi", + "tokens": [ + "pada", + "17", + "agustus", + "1945", + "soekarno", + "membacakan", + "teks", + "proklamasi" + ], + "ner": ["O", "DATE", "DATE", "DATE", "PER", "O", "O", "O"], + "srl": [ + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARG0", + "V", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan soekarno membacakan teks proklamasi ___", + "answer": "17 agustus 1945", + "id": "qa_14_q1" + } + ] + }, + { + "context": "teks proklamasi dibacakan oleh soekarno pada 17 agustus 1945", + "tokens": [ + "teks", + "proklamasi", + "dibacakan", + "oleh", + "soekarno", + "pada", + "17", + "agustus", + "1945" + ], + "ner": ["O", "O", "O", "O", "PER", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "ARG0", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Sebutkan tanggal teks proklamasi dibacakan ___", + "answer": "17 agustus 1945", + "id": "qa_15_q1" + } + ] + }, + { + "context": "teks proklamasi dibacakan pada 17 agustus 1945 oleh soekarno", + "tokens": [ + "teks", + "proklamasi", + "dibacakan", + "pada", + "17", + "agustus", + "1945", + "oleh", + "soekarno" + ], + "ner": ["O", "O", "O", "O", "DATE", "DATE", "DATE", "O", "PER"], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARG0" + ], + "qas": [ + { + "type": "isian", + "question": "Pada tanggal berapa teks proklamasi dibacakan ___", + "answer": "17 agustus 1945", + "id": "qa_16_q1" + } + ] + }, + { + "context": "pada tanggal 17 agustus 1945 dibacakan teks proklamasi oleh soekarno", + "tokens": [ + "pada", + "tanggal", + "17", + "agustus", + "1945", + "dibacakan", + "teks", + "proklamasi", + "oleh", + "soekarno" + ], + "ner": ["O", "O", "DATE", "DATE", "DATE", "O", "O", "O", "O", "PER"], + "srl": [ + "O", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "V", + "ARG1", + "ARG1", + "O", + "ARG0" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan teks proklamasi dibacakan ___", + "answer": "17 agustus 1945", + "id": "qa_17_q1" + } + ] + }, + { + "context": "andi setiawan pergi ke jakarta pada 5 januari 2020", + "tokens": [ + "andi", + "setiawan", + "pergi", + "ke", + "jakarta", + "pada", + "5", + "januari", + "2020" + ], + "ner": ["PER", "PER", "O", "O", "O", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Sebutkan tanggal andi melakukan pergi ke jakarta ___", + "answer": "5 januari 2020", + "id": "qa_18_q1" + } + ] + }, + { + "context": "berangkat ke bandung ditemani oleh siti maharani pada 12 februari 2019", + "tokens": [ + "berangkat", + "ke", + "bandung", + "ditemani", + "oleh", + "siti", + "maharani", + "pada", + "12", + "februari", + "2019" + ], + "ner": [ + "O", + "O", + "LOC", + "O", + "O", + "PER", + "PER", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "V", + "ARGM-LOC", + "O", + "O", + "ARG0", + "ARG0", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Pada tanggal berapa siti berangkat ke bandung ___", + "answer": "12 februari 2019", + "id": "qa_19_q1" + } + ] + }, + { + "context": "pindah ke bali pada 23 maret 2021 bersama budi santoso", + "tokens": [ + "pindah", + "ke", + "bali", + "pada", + "23", + "maret", + "2021", + "bersama", + "budi", + "santoso" + ], + "ner": ["O", "O", "LOC", "O", "DATE", "DATE", "DATE", "O", "PER", "PER"], + "srl": [ + "V", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARG0", + "ARG0" + ], + "qas": [ + { + "type": "isian", + "question": "Pada tanggal berapa budi pindah ke bali ___", + "answer": "23 maret 2021", + "id": "qa_20_q1" + } + ] + }, + { + "context": "lina wati liburan ke medan pada 1 april 2022", + "tokens": [ + "lina", + "wati", + "liburan", + "ke", + "medan", + "pada", + "1", + "april", + "2022" + ], + "ner": ["PER", "PER", "O", "O", "O", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan lina dan wati melakukan liburan ke medan ___", + "answer": "1 april 2022", + "id": "qa_21_q1" + } + ] + }, + { + "context": "melanjutkan studi ke surabaya ditemani oleh agus wijaya pada 15 mei 2023", + "tokens": [ + "melanjutkan", + "studi", + "ke", + "surabaya", + "ditemani", + "oleh", + "agus", + "wijaya", + "pada", + "15", + "mei", + "2023" + ], + "ner": [ + "O", + "O", + "O", + "LOC", + "O", + "O", + "PER", + "PER", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "V", + "ARGM-LOC", + "O", + "O", + "ARG0", + "ARG0", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan agus dan wijaya melakukan melanjutkan ke surabaya ___", + "answer": "15 mei 2023", + "id": "qa_22_q1" + } + ] + }, + { + "context": "pergi ke yogyakarta pada 5 januari 2020 bersama nurul fitri", + "tokens": [ + "pergi", + "ke", + "yogyakarta", + "pada", + "5", + "januari", + "2020", + "bersama", + "nurul", + "fitri" + ], + "ner": ["O", "O", "LOC", "O", "DATE", "DATE", "DATE", "O", "PER", "PER"], + "srl": [ + "V", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARG0", + "ARG0" + ], + "qas": [ + { + "type": "isian", + "question": "Pada tanggal berapa nurul pergi ke yogyakarta ___", + "answer": "5 januari 2020", + "id": "qa_23_q1" + } + ] + }, + { + "context": "dedi saputra berangkat ke makassar pada 12 februari 2019", + "tokens": [ + "dedi", + "saputra", + "berangkat", + "ke", + "makassar", + "pada", + "12", + "februari", + "2019" + ], + "ner": ["PER", "PER", "O", "O", "O", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Sebutkan tanggal dedi melakukan berangkat ke makassar ___", + "answer": "12 februari 2019", + "id": "qa_24_q1" + } + ] + }, + { + "context": "pindah ke jakarta ditemani oleh maya lestari pada 23 maret 2021", + "tokens": [ + "pindah", + "ke", + "jakarta", + "ditemani", + "oleh", + "maya", + "lestari", + "pada", + "23", + "maret", + "2021" + ], + "ner": [ + "O", + "O", + "LOC", + "O", + "O", + "PER", + "PER", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "V", + "ARGM-LOC", + "O", + "O", + "ARG0", + "ARG0", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Pada kapan maya lestari pindah ke jakarta ___", + "answer": "23 maret 2021", + "id": "qa_25_q1" + } + ] + }, + { + "context": "liburan ke bandung pada 1 april 2022 bersama roni firmansyah", + "tokens": [ + "liburan", + "ke", + "bandung", + "pada", + "1", + "april", + "2022", + "bersama", + "roni", + "firmansyah" + ], + "ner": ["O", "O", "LOC", "O", "DATE", "DATE", "DATE", "O", "PER", "PER"], + "srl": [ + "V", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARG0", + "ARG0" + ], + "qas": [ + { + "type": "isian", + "question": "Sebutkan tanggal roni melakukan liburan ke bandung ___", + "answer": "1 april 2022", + "id": "qa_26_q1" + } + ] + }, + { + "context": "tiara amelia melanjutkan studi ke bali pada 15 mei 2023", + "tokens": [ + "tiara", + "amelia", + "melanjutkan", + "studi", + "ke", + "bali", + "pada", + "15", + "mei", + "2023" + ], + "ner": ["PER", "PER", "O", "O", "O", "O", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Sebutkan tanggal tiara melakukan melanjutkan ke bali ___", + "answer": "15 mei 2023", + "id": "qa_27_q1" + } + ] + }, + { + "context": "pergi ke medan ditemani oleh andi setiawan pada 5 januari 2020", + "tokens": [ + "pergi", + "ke", + "medan", + "ditemani", + "oleh", + "andi", + "setiawan", + "pada", + "5", + "januari", + "2020" + ], + "ner": [ + "O", + "O", + "LOC", + "O", + "O", + "PER", + "PER", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "V", + "ARGM-LOC", + "O", + "O", + "ARG0", + "ARG0", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan andi dan setiawan melakukan pergi ke medan ___", + "answer": "5 januari 2020", + "id": "qa_28_q1" + } + ] + }, + { + "context": "berangkat ke surabaya pada 12 februari 2019 bersama siti maharani", + "tokens": [ + "berangkat", + "ke", + "surabaya", + "pada", + "12", + "februari", + "2019", + "bersama", + "siti", + "maharani" + ], + "ner": ["O", "O", "LOC", "O", "DATE", "DATE", "DATE", "O", "PER", "PER"], + "srl": [ + "V", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARG0", + "ARG0" + ], + "qas": [ + { + "type": "isian", + "question": "Pada tanggal berapa siti berangkat ke surabaya ___", + "answer": "12 februari 2019", + "id": "qa_29_q1" + } + ] + }, + { + "context": "budi santoso pindah ke yogyakarta pada 23 maret 2021", + "tokens": [ + "budi", + "santoso", + "pindah", + "ke", + "yogyakarta", + "pada", + "23", + "maret", + "2021" + ], + "ner": ["PER", "PER", "O", "O", "O", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan budi dan santoso melakukan pindah ke yogyakarta ___", + "answer": "23 maret 2021", + "id": "qa_30_q1" + } + ] + }, + { + "context": "liburan ke makassar ditemani oleh lina wati pada 1 april 2022", + "tokens": [ + "liburan", + "ke", + "makassar", + "ditemani", + "oleh", + "lina", + "wati", + "pada", + "1", + "april", + "2022" + ], + "ner": [ + "O", + "O", + "LOC", + "O", + "O", + "PER", + "PER", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "V", + "ARGM-LOC", + "O", + "O", + "ARG0", + "ARG0", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Sebutkan tanggal lina melakukan liburan ke makassar ___", + "answer": "1 april 2022", + "id": "qa_31_q1" + } + ] + }, + { + "context": "melanjutkan studi ke jakarta pada 15 mei 2023 bersama agus wijaya", + "tokens": [ + "melanjutkan", + "studi", + "ke", + "jakarta", + "pada", + "15", + "mei", + "2023", + "bersama", + "agus", + "wijaya" + ], + "ner": [ + "O", + "O", + "O", + "LOC", + "O", + "DATE", + "DATE", + "DATE", + "O", + "PER", + "PER" + ], + "srl": [ + "V", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARG0", + "ARG0" + ], + "qas": [ + { + "type": "isian", + "question": "Pada kapan agus wijaya melanjutkan ke jakarta ___", + "answer": "15 mei 2023", + "id": "qa_32_q1" + } + ] + }, + { + "context": "nurul fitri pergi ke bandung pada 5 januari 2020", + "tokens": [ + "nurul", + "fitri", + "pergi", + "ke", + "bandung", + "pada", + "5", + "januari", + "2020" + ], + "ner": ["PER", "PER", "O", "O", "O", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Pada tanggal berapa nurul pergi ke bandung ___", + "answer": "5 januari 2020", + "id": "qa_33_q1" + } + ] + }, + { + "context": "berangkat ke bali ditemani oleh dedi saputra pada 12 februari 2019", + "tokens": [ + "berangkat", + "ke", + "bali", + "ditemani", + "oleh", + "dedi", + "saputra", + "pada", + "12", + "februari", + "2019" + ], + "ner": [ + "O", + "O", + "LOC", + "O", + "O", + "PER", + "PER", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "V", + "ARGM-LOC", + "O", + "O", + "ARG0", + "ARG0", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Pada kapan dedi saputra berangkat ke bali ___", + "answer": "12 februari 2019", + "id": "qa_34_q1" + } + ] + }, + { + "context": "pindah ke medan pada 23 maret 2021 bersama maya lestari", + "tokens": [ + "pindah", + "ke", + "medan", + "pada", + "23", + "maret", + "2021", + "bersama", + "maya", + "lestari" + ], + "ner": ["O", "O", "LOC", "O", "DATE", "DATE", "DATE", "O", "PER", "PER"], + "srl": [ + "V", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARG0", + "ARG0" + ], + "qas": [ + { + "type": "isian", + "question": "Pada tanggal berapa maya pindah ke medan ___", + "answer": "23 maret 2021", + "id": "qa_35_q1" + } + ] + }, + { + "context": "roni firmansyah liburan ke surabaya pada 1 april 2022", + "tokens": [ + "roni", + "firmansyah", + "liburan", + "ke", + "surabaya", + "pada", + "1", + "april", + "2022" + ], + "ner": ["PER", "PER", "O", "O", "O", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Pada tanggal berapa roni liburan ke surabaya ___", + "answer": "1 april 2022", + "id": "qa_36_q1" + } + ] + }, + { + "context": "melanjutkan studi ke yogyakarta ditemani oleh tiara amelia pada 15 mei 2023", + "tokens": [ + "melanjutkan", + "studi", + "ke", + "yogyakarta", + "ditemani", + "oleh", + "tiara", + "amelia", + "pada", + "15", + "mei", + "2023" + ], + "ner": [ + "O", + "O", + "O", + "LOC", + "O", + "O", + "PER", + "PER", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "V", + "ARGM-LOC", + "O", + "O", + "ARG0", + "ARG0", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Sebutkan tanggal tiara melakukan melanjutkan ke yogyakarta ___", + "answer": "15 mei 2023", + "id": "qa_37_q1" + } + ] + }, + { + "context": "pergi ke makassar pada 5 januari 2020 bersama andi setiawan", + "tokens": [ + "pergi", + "ke", + "makassar", + "pada", + "5", + "januari", + "2020", + "bersama", + "andi", + "setiawan" + ], + "ner": ["O", "O", "LOC", "O", "DATE", "DATE", "DATE", "O", "PER", "PER"], + "srl": [ + "V", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARG0", + "ARG0" + ], + "qas": [ + { + "type": "isian", + "question": "Sebutkan tanggal andi melakukan pergi ke makassar ___", + "answer": "5 januari 2020", + "id": "qa_38_q1" + } + ] + }, + { + "context": "siti maharani berangkat ke jakarta pada 12 februari 2019", + "tokens": [ + "siti", + "maharani", + "berangkat", + "ke", + "jakarta", + "pada", + "12", + "februari", + "2019" + ], + "ner": ["PER", "PER", "O", "O", "O", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan aktivitas berangkat ke jakarta dilakukan oleh siti maharani ___", + "answer": "12 februari 2019", + "id": "qa_39_q1" + } + ] + }, + { + "context": "pindah ke bandung ditemani oleh budi santoso pada 23 maret 2021", + "tokens": [ + "pindah", + "ke", + "bandung", + "ditemani", + "oleh", + "budi", + "santoso", + "pada", + "23", + "maret", + "2021" + ], + "ner": [ + "O", + "O", + "LOC", + "O", + "O", + "PER", + "PER", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "V", + "ARGM-LOC", + "O", + "O", + "ARG0", + "ARG0", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan aktivitas pindah ke bandung dilakukan oleh budi santoso ___", + "answer": "23 maret 2021", + "id": "qa_40_q1" + } + ] + }, + { + "context": "liburan ke bali pada 1 april 2022 bersama lina wati", + "tokens": [ + "liburan", + "ke", + "bali", + "pada", + "1", + "april", + "2022", + "bersama", + "lina", + "wati" + ], + "ner": ["O", "O", "LOC", "O", "DATE", "DATE", "DATE", "O", "PER", "PER"], + "srl": [ + "V", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARG0", + "ARG0" + ], + "qas": [ + { + "type": "isian", + "question": "Pada tanggal berapa lina liburan ke bali ___", + "answer": "1 april 2022", + "id": "qa_41_q1" + } + ] + }, + { + "context": "agus wijaya melanjutkan studi ke medan pada 15 mei 2023", + "tokens": [ + "agus", + "wijaya", + "melanjutkan", + "studi", + "ke", + "medan", + "pada", + "15", + "mei", + "2023" + ], + "ner": ["PER", "PER", "O", "O", "O", "O", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Pada tanggal berapa agus melanjutkan ke medan ___", + "answer": "15 mei 2023", + "id": "qa_42_q1" + } + ] + }, + { + "context": "pergi ke surabaya ditemani oleh nurul fitri pada 5 januari 2020", + "tokens": [ + "pergi", + "ke", + "surabaya", + "ditemani", + "oleh", + "nurul", + "fitri", + "pada", + "5", + "januari", + "2020" + ], + "ner": [ + "O", + "O", + "LOC", + "O", + "O", + "PER", + "PER", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "V", + "ARGM-LOC", + "O", + "O", + "ARG0", + "ARG0", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Pada tanggal berapa nurul pergi ke surabaya ___", + "answer": "5 januari 2020", + "id": "qa_43_q1" + } + ] + }, + { + "context": "berangkat ke yogyakarta pada 12 februari 2019 bersama dedi saputra", + "tokens": [ + "berangkat", + "ke", + "yogyakarta", + "pada", + "12", + "februari", + "2019", + "bersama", + "dedi", + "saputra" + ], + "ner": ["O", "O", "LOC", "O", "DATE", "DATE", "DATE", "O", "PER", "PER"], + "srl": [ + "V", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARG0", + "ARG0" + ], + "qas": [ + { + "type": "isian", + "question": "Pada tanggal berapa dedi berangkat ke yogyakarta ___", + "answer": "12 februari 2019", + "id": "qa_44_q1" + } + ] + }, + { + "context": "maya lestari pindah ke makassar pada 23 maret 2021", + "tokens": [ + "maya", + "lestari", + "pindah", + "ke", + "makassar", + "pada", + "23", + "maret", + "2021" + ], + "ner": ["PER", "PER", "O", "O", "O", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan aktivitas pindah ke makassar dilakukan oleh maya lestari ___", + "answer": "23 maret 2021", + "id": "qa_45_q1" + } + ] + }, + { + "context": "liburan ke jakarta ditemani oleh roni firmansyah pada 1 april 2022", + "tokens": [ + "liburan", + "ke", + "jakarta", + "ditemani", + "oleh", + "roni", + "firmansyah", + "pada", + "1", + "april", + "2022" + ], + "ner": [ + "O", + "O", + "LOC", + "O", + "O", + "PER", + "PER", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "V", + "ARGM-LOC", + "O", + "O", + "ARG0", + "ARG0", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan roni dan firmansyah melakukan liburan ke jakarta ___", + "answer": "1 april 2022", + "id": "qa_46_q1" + } + ] + }, + { + "context": "melanjutkan studi ke bandung pada 15 mei 2023 bersama tiara amelia", + "tokens": [ + "melanjutkan", + "studi", + "ke", + "bandung", + "pada", + "15", + "mei", + "2023", + "bersama", + "tiara", + "amelia" + ], + "ner": [ + "O", + "O", + "O", + "LOC", + "O", + "DATE", + "DATE", + "DATE", + "O", + "PER", + "PER" + ], + "srl": [ + "V", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARG0", + "ARG0" + ], + "qas": [ + { + "type": "isian", + "question": "Sebutkan tanggal tiara melakukan melanjutkan ke bandung ___", + "answer": "15 mei 2023", + "id": "qa_47_q1" + } + ] + }, + { + "context": "gunung everest adalah gunung tertinggi di dunia", + "tokens": [ + "gunung", + "everest", + "adalah", + "gunung", + "tertinggi", + "di", + "dunia" + ], + "ner": ["LOC", "LOC", "O", "O", "O", "O", "O"], + "srl": ["ARG1", "ARG1", "V", "ARG1", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Apa gunung tertinggi di dunia?", + "answer": "gunung everest", + "id": "qa_48_q1" + } + ] + }, + { + "context": "fakta menyebutkan amazon merupakan sungai terpanjang di dunia", + "tokens": [ + "fakta", + "menyebutkan", + "amazon", + "merupakan", + "sungai", + "terpanjang", + "di", + "dunia" + ], + "ner": ["O", "O", "LOC", "O", "O", "O", "O", "O"], + "srl": ["O", "V", "ARG1", "V", "ARG1", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Apa sungai terpanjang di dunia?", + "answer": "amazon", + "id": "qa_49_q1" + } + ] + }, + { + "context": "informasi tentang sekitar tahun 2560 SM dibangun piramida giza", + "tokens": [ + "informasi", + "tentang", + "sekitar", + "tahun", + "2560", + "SM", + "dibangun", + "piramida", + "giza" + ], + "ner": ["O", "O", "O", "O", "TIME", "TIME", "O", "LOC", "LOC"], + "srl": ["O", "O", "ARG1", "ARG1", "ARG1", "ARG1", "V", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Bangunan apa yang dibangun sekitar tahun 2560 sm?", + "answer": "piramida giza", + "id": "qa_50_q1" + } + ] + }, + { + "context": "benua asia adalah benua terbesar di dunia", + "tokens": ["benua", "asia", "adalah", "benua", "terbesar", "di", "dunia"], + "ner": ["LOC", "LOC", "O", "O", "O", "O", "O"], + "srl": ["ARG1", "ARG1", "V", "ARG1", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Benua apa yang terbesar di dunia?", + "answer": "benua asia", + "id": "qa_51_q1" + } + ] + }, + { + "context": "colosseum berada di italia", + "tokens": ["colosseum", "berada", "di", "italia"], + "ner": ["MISC", "O", "O", "LOC"], + "srl": ["ARG1", "V", "O", "ARGM-LOC"], + "qas": [ + { + "type": "isian", + "question": "Keajaiban dunia apa yang berada di italia?", + "answer": "colosseum", + "id": "qa_52_q1" + } + ] + }, + { + "context": "di italia terdapat colosseum", + "tokens": ["di", "italia", "terdapat", "colosseum"], + "ner": ["O", "LOC", "O", "MISC"], + "srl": ["O", "ARGM-LOC", "V", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Di negara mana terletak colosseum?", + "answer": "colosseum", + "id": "qa_53_q1" + } + ] + }, + { + "context": "negara italia memiliki colosseum", + "tokens": ["negara", "italia", "memiliki", "colosseum"], + "ner": ["O", "LOC", "O", "MISC"], + "srl": ["ARG1", "ARGM-LOC", "V", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Apa nama keajaiban dunia di italia?", + "answer": "colosseum", + "id": "qa_54_q1" + } + ] + }, + { + "context": "taj mahal berada di india", + "tokens": ["taj", "mahal", "berada", "di", "india"], + "ner": ["MISC", "MISC", "O", "O", "LOC"], + "srl": ["ARG1", "ARG1", "V", "O", "ARGM-LOC"], + "qas": [ + { + "type": "isian", + "question": "Dimana letaknya taj mahal?", + "answer": "taj mahal", + "id": "qa_55_q1" + } + ] + }, + { + "context": "di india terdapat taj mahal", + "tokens": ["di", "india", "terdapat", "taj", "mahal"], + "ner": ["O", "LOC", "O", "MISC", "MISC"], + "srl": ["O", "ARGM-LOC", "V", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Keajaiban dunia apa yang berada di india?", + "answer": "taj mahal", + "id": "qa_56_q1" + } + ] + }, + { + "context": "negara india memiliki taj mahal", + "tokens": ["negara", "india", "memiliki", "taj", "mahal"], + "ner": ["O", "LOC", "O", "MISC", "MISC"], + "srl": ["ARG1", "ARGM-LOC", "V", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Apa nama keajaiban dunia di india?", + "answer": "taj mahal", + "id": "qa_57_q1" + } + ] + }, + { + "context": "petra berada di yordania", + "tokens": ["petra", "berada", "di", "yordania"], + "ner": ["MISC", "O", "O", "LOC"], + "srl": ["ARG1", "V", "O", "ARGM-LOC"], + "qas": [ + { + "type": "isian", + "question": "Dimana letaknya petra?", + "answer": "petra", + "id": "qa_58_q1" + } + ] + }, + { + "context": "di yordania terdapat petra", + "tokens": ["di", "yordania", "terdapat", "petra"], + "ner": ["O", "LOC", "O", "MISC"], + "srl": ["O", "ARGM-LOC", "V", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Sebutkan keajaiban dunia yang ada di yordania?", + "answer": "petra", + "id": "qa_59_q1" + } + ] + }, + { + "context": "negara yordania memiliki petra", + "tokens": ["negara", "yordania", "memiliki", "petra"], + "ner": ["O", "LOC", "O", "MISC"], + "srl": ["ARG1", "ARGM-LOC", "V", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Sebutkan keajaiban dunia yang ada di yordania?", + "answer": "petra", + "id": "qa_60_q1" + } + ] + }, + { + "context": "tembok cina berada di china", + "tokens": ["tembok", "cina", "berada", "di", "china"], + "ner": ["MISC", "MISC", "O", "O", "LOC"], + "srl": ["ARG1", "ARG1", "V", "O", "ARGM-LOC"], + "qas": [ + { + "type": "isian", + "question": "Keajaiban dunia apa yang berada di china?", + "answer": "tembok cina", + "id": "qa_61_q1" + } + ] + }, + { + "context": "di china terdapat tembok cina", + "tokens": ["di", "china", "terdapat", "tembok", "cina"], + "ner": ["O", "LOC", "O", "MISC", "MISC"], + "srl": ["O", "ARGM-LOC", "V", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Sebutkan keajaiban dunia yang ada di china?", + "answer": "tembok cina", + "id": "qa_62_q1" + } + ] + }, + { + "context": "negara china memiliki tembok cina", + "tokens": ["negara", "china", "memiliki", "tembok", "cina"], + "ner": ["O", "LOC", "O", "MISC", "MISC"], + "srl": ["ARG1", "ARGM-LOC", "V", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Apa nama keajaiban dunia di china?", + "answer": "tembok cina", + "id": "qa_63_q1" + } + ] + }, + { + "context": "chichen itza berada di meksiko", + "tokens": ["chichen", "itza", "berada", "di", "meksiko"], + "ner": ["MISC", "MISC", "O", "O", "LOC"], + "srl": ["ARG1", "ARG1", "V", "O", "ARGM-LOC"], + "qas": [ + { + "type": "isian", + "question": "Apa nama keajaiban dunia di meksiko?", + "answer": "chichen itza", + "id": "qa_64_q1" + } + ] + }, + { + "context": "di meksiko terdapat chichen itza", + "tokens": ["di", "meksiko", "terdapat", "chichen", "itza"], + "ner": ["O", "LOC", "O", "MISC", "MISC"], + "srl": ["O", "ARGM-LOC", "V", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Sebutkan keajaiban dunia yang ada di meksiko?", + "answer": "chichen itza", + "id": "qa_65_q1" + } + ] + }, + { + "context": "negara meksiko memiliki chichen itza", + "tokens": ["negara", "meksiko", "memiliki", "chichen", "itza"], + "ner": ["O", "LOC", "O", "MISC", "MISC"], + "srl": ["ARG1", "ARGM-LOC", "V", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Di negara mana terletak chichen itza?", + "answer": "chichen itza", + "id": "qa_66_q1" + } + ] + }, + { + "context": "patung yesus penebus berada di brasil", + "tokens": ["patung", "yesus", "penebus", "berada", "di", "brasil"], + "ner": ["MISC", "MISC", "MISC", "O", "O", "LOC"], + "srl": ["ARG1", "ARG1", "ARG1", "V", "O", "ARGM-LOC"], + "qas": [ + { + "type": "isian", + "question": "Di negara mana terletak patung yesus penebus?", + "answer": "patung yesus penebus", + "id": "qa_67_q1" + } + ] + }, + { + "context": "di brasil terdapat patung yesus penebus", + "tokens": ["di", "brasil", "terdapat", "patung", "yesus", "penebus"], + "ner": ["O", "LOC", "O", "MISC", "MISC", "MISC"], + "srl": ["O", "ARGM-LOC", "V", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Keajaiban dunia apa yang berada di brasil?", + "answer": "patung yesus penebus", + "id": "qa_68_q1" + } + ] + }, + { + "context": "negara brasil memiliki patung yesus penebus", + "tokens": ["negara", "brasil", "memiliki", "patung", "yesus", "penebus"], + "ner": ["O", "LOC", "O", "MISC", "MISC", "MISC"], + "srl": ["ARG1", "ARGM-LOC", "V", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Apa nama keajaiban dunia di brasil?", + "answer": "patung yesus penebus", + "id": "qa_69_q1" + } + ] + }, + { + "context": "machu picchu berada di peru", + "tokens": ["machu", "picchu", "berada", "di", "peru"], + "ner": ["MISC", "MISC", "O", "O", "LOC"], + "srl": ["ARG1", "ARG1", "V", "O", "ARGM-LOC"], + "qas": [ + { + "type": "isian", + "question": "Sebutkan keajaiban dunia yang ada di peru?", + "answer": "machu picchu", + "id": "qa_70_q1" + } + ] + }, + { + "context": "di peru terdapat machu picchu", + "tokens": ["di", "peru", "terdapat", "machu", "picchu"], + "ner": ["O", "LOC", "O", "MISC", "MISC"], + "srl": ["O", "ARGM-LOC", "V", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Keajaiban dunia apa yang berada di peru?", + "answer": "machu picchu", + "id": "qa_71_q1" + } + ] + }, + { + "context": "negara peru memiliki machu picchu", + "tokens": ["negara", "peru", "memiliki", "machu", "picchu"], + "ner": ["O", "LOC", "O", "MISC", "MISC"], + "srl": ["ARG1", "ARGM-LOC", "V", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Apa nama keajaiban dunia di peru?", + "answer": "machu picchu", + "id": "qa_72_q1" + } + ] + }, + { + "context": "stonehenge berada di inggris", + "tokens": ["stonehenge", "berada", "di", "inggris"], + "ner": ["MISC", "O", "O", "LOC"], + "srl": ["ARG1", "V", "O", "ARGM-LOC"], + "qas": [ + { + "type": "isian", + "question": "Apa nama keajaiban dunia di inggris?", + "answer": "stonehenge", + "id": "qa_73_q1" + } + ] + }, + { + "context": "di inggris terdapat stonehenge", + "tokens": ["di", "inggris", "terdapat", "stonehenge"], + "ner": ["O", "LOC", "O", "MISC"], + "srl": ["O", "ARGM-LOC", "V", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Sebutkan keajaiban dunia yang ada di inggris?", + "answer": "stonehenge", + "id": "qa_74_q1" + } + ] + }, + { + "context": "negara inggris memiliki stonehenge", + "tokens": ["negara", "inggris", "memiliki", "stonehenge"], + "ner": ["O", "LOC", "O", "MISC"], + "srl": ["ARG1", "ARGM-LOC", "V", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Dimana letaknya stonehenge?", + "answer": "stonehenge", + "id": "qa_75_q1" + } + ] + }, + { + "context": "menara pisa berada di italia", + "tokens": ["menara", "pisa", "berada", "di", "italia"], + "ner": ["MISC", "MISC", "O", "O", "LOC"], + "srl": ["ARG1", "ARG1", "V", "O", "ARGM-LOC"], + "qas": [ + { + "type": "isian", + "question": "Di negara mana terletak menara pisa?", + "answer": "menara pisa", + "id": "qa_76_q1" + } + ] + }, + { + "context": "di italia terdapat menara pisa", + "tokens": ["di", "italia", "terdapat", "menara", "pisa"], + "ner": ["O", "LOC", "O", "MISC", "MISC"], + "srl": ["O", "ARGM-LOC", "V", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Di negara mana terletak menara pisa?", + "answer": "menara pisa", + "id": "qa_77_q1" + } + ] + }, + { + "context": "negara italia memiliki menara pisa", + "tokens": ["negara", "italia", "memiliki", "menara", "pisa"], + "ner": ["O", "LOC", "O", "MISC", "MISC"], + "srl": ["ARG1", "ARGM-LOC", "V", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Keajaiban dunia apa yang berada di italia?", + "answer": "menara pisa", + "id": "qa_78_q1" + } + ] + }, + { + "context": "angkot wat berada di kamodja", + "tokens": ["angkot", "wat", "berada", "di", "kamodja"], + "ner": ["MISC", "MISC", "O", "O", "LOC"], + "srl": ["ARG1", "ARG1", "V", "O", "ARGM-LOC"], + "qas": [ + { + "type": "isian", + "question": "Di negara mana terletak angkot wat?", + "answer": "angkot wat", + "id": "qa_79_q1" + } + ] + }, + { + "context": "di kamodja terdapat angkot wat", + "tokens": ["di", "kamodja", "terdapat", "angkot", "wat"], + "ner": ["O", "LOC", "O", "MISC", "MISC"], + "srl": ["O", "ARGM-LOC", "V", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Dimana letaknya angkot wat?", + "answer": "angkot wat", + "id": "qa_80_q1" + } + ] + }, + { + "context": "negara kamodja memiliki angkot wat", + "tokens": ["negara", "kamodja", "memiliki", "angkot", "wat"], + "ner": ["O", "LOC", "O", "MISC", "MISC"], + "srl": ["ARG1", "ARGM-LOC", "V", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Keajaiban dunia apa yang berada di kamodja?", + "answer": "angkot wat", + "id": "qa_81_q1" + } + ] + }, + { + "context": "gunung everest adalah gunung tertinggi di dunia dengan ketinggian 8848 meter", + "tokens": [ + "gunung", + "everest", + "adalah", + "gunung", + "tertinggi", + "di", + "dunia", + "dengan", + "ketinggian", + "8848", + "meter" + ], + "ner": [ + "LOC", + "LOC", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "MEASURE", + "MEASURE" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "ARG2", + "ARG2", + "ARG2", + "ARG2", + "O", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-MNR" + ], + "qas": [ + { + "type": "isian", + "question": "Berapa ketinggian gunung everest ___", + "answer": "8848 meter", + "id": "qa_82_q1" + }, + { + "type": "true_false", + "question": "Gunung everest memiliki ketinggian 9000 meter ___", + "answer": "false", + "id": "qa_82_q2" + } + ] + }, + { + "context": "indonesia merdeka pada tanggal 17 agustus 1945", + "tokens": [ + "indonesia", + "merdeka", + "pada", + "tanggal", + "17", + "agustus", + "1945" + ], + "ner": ["LOC", "O", "O", "O", "DATE", "DATE", "DATE"], + "srl": ["ARG0", "V", "O", "ARGM-TMP", "ARGM-TMP", "ARGM-TMP", "ARGM-TMP"], + "qas": [ + { + "type": "isian", + "question": "Kapan indonesia merdeka ___", + "answer": "17 agustus 1945", + "id": "qa_83_q1" + }, + { + "type": "opsi", + "question": "Indonesia merdeka pada tanggal ___", + "options": [ + "17 agustus 1945", + "17 september 1945", + "18 agustus 1945", + "1 juni 1945" + ], + "answer": "17 agustus 1945", + "id": "qa_83_q2" + } + ] + }, + { + "context": "albert einstein merumuskan teori relativitas pada tahun 1905", + "tokens": [ + "albert", + "einstein", + "merumuskan", + "teori", + "relativitas", + "pada", + "tahun", + "1905" + ], + "ner": ["PER", "PER", "O", "O", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "ARG1", "ARG1", "O", "ARGM-TMP", "ARGM-TMP"], + "qas": [ + { + "type": "isian", + "question": "Siapa yang merumuskan teori relativitas ___", + "answer": "albert einstein", + "id": "qa_84_q1" + }, + { + "type": "true_false", + "question": "Albert einstein merumuskan teori relativitas pada tahun 1910 ___", + "answer": "false", + "id": "qa_84_q2" + } + ] + }, + { + "context": "jantung manusia memompa darah ke seluruh tubuh", + "tokens": [ + "jantung", + "manusia", + "memompa", + "darah", + "ke", + "seluruh", + "tubuh" + ], + "ner": ["ANAT", "O", "O", "ANAT", "O", "O", "ANAT"], + "srl": ["ARG0", "ARG0", "V", "ARG1", "ARG2", "ARG2", "ARG2"], + "qas": [ + { + "type": "isian", + "question": "Organ apa yang memompa darah ke seluruh tubuh ___", + "answer": "jantung", + "id": "qa_85_q1" + }, + { + "type": "opsi", + "question": "Apa fungsi jantung pada tubuh manusia ___", + "options": [ + "memompa darah", + "menyaring racun", + "mencerna makanan", + "mengatur hormon" + ], + "answer": "memompa darah", + "id": "qa_85_q2" + } + ] + }, + { + "context": "tokyo adalah ibukota negara jepang", + "tokens": ["tokyo", "adalah", "ibukota", "negara", "jepang"], + "ner": ["LOC", "O", "O", "O", "LOC"], + "srl": ["ARG1", "V", "ARG2", "ARG2", "ARG2"], + "qas": [ + { + "type": "isian", + "question": "Apa ibukota jepang ___", + "answer": "tokyo", + "id": "qa_86_q1" + }, + { + "type": "opsi", + "question": "Kota apa yang menjadi ibukota jepang ___", + "options": ["tokyo", "osaka", "kyoto", "hiroshima"], + "answer": "tokyo", + "id": "qa_86_q2" + } + ] + }, + { + "context": "air mendidih pada suhu 100 derajat celsius", + "tokens": ["air", "mendidih", "pada", "suhu", "100", "derajat", "celsius"], + "ner": ["SUBSTANCE", "O", "O", "O", "MEASURE", "MEASURE", "MEASURE"], + "srl": ["ARG0", "V", "O", "ARGM-MNR", "ARGM-MNR", "ARGM-MNR", "ARGM-MNR"], + "qas": [ + { + "type": "isian", + "question": "Pada suhu berapa air mendidih ___", + "answer": "100 derajat celsius", + "id": "qa_87_q1" + }, + { + "type": "true_false", + "question": "Air mendidih pada suhu 90 derajat celsius ___", + "answer": "false", + "id": "qa_87_q2" + } + ] + }, + { + "context": "thomas alva edison menemukan bola lampu pada tahun 1879", + "tokens": [ + "thomas", + "alva", + "edison", + "menemukan", + "bola", + "lampu", + "pada", + "tahun", + "1879" + ], + "ner": ["PER", "PER", "PER", "O", "O", "O", "O", "O", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa penemu bola lampu ___", + "answer": "thomas alva edison", + "id": "qa_88_q1" + }, + { + "type": "opsi", + "question": "Tahun berapa thomas alva edison menemukan bola lampu ___", + "options": ["1879", "1890", "1901", "1875"], + "answer": "1879", + "id": "qa_88_q2" + } + ] + }, + { + "context": "bumi adalah planet ketiga dari matahari dalam tata surya", + "tokens": [ + "bumi", + "adalah", + "planet", + "ketiga", + "dari", + "matahari", + "dalam", + "tata", + "surya" + ], + "ner": ["LOC", "O", "O", "O", "O", "LOC", "O", "LOC", "LOC"], + "srl": [ + "ARG1", + "V", + "ARG2", + "ARG2", + "ARG2", + "ARG2", + "ARG2", + "ARG2", + "ARG2" + ], + "qas": [ + { + "type": "isian", + "question": "Planet urutan ke berapa bumi dari matahari ___", + "answer": "ketiga", + "id": "qa_89_q1" + }, + { + "type": "true_false", + "question": "Bumi adalah planet keempat dari matahari ___", + "answer": "false", + "id": "qa_89_q2" + } + ] + }, + { + "context": "leonardo da vinci melukis mona lisa pada abad ke-16", + "tokens": [ + "leonardo", + "da", + "vinci", + "melukis", + "mona", + "lisa", + "pada", + "abad", + "ke-16" + ], + "ner": [ + "PER", + "PER", + "PER", + "O", + "WORK_OF_ART", + "WORK_OF_ART", + "O", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa pelukis mona lisa ___", + "answer": "leonardo da vinci", + "id": "qa_90_q1" + }, + { + "type": "opsi", + "question": "Lukisan mona lisa dibuat oleh ___", + "options": [ + "leonardo da vinci", + "vincent van gogh", + "pablo picasso", + "michelangelo" + ], + "answer": "leonardo da vinci", + "id": "qa_90_q2" + } + ] + }, + { + "context": "satu tahun cahaya setara dengan 9,46 triliun kilometer", + "tokens": [ + "satu", + "tahun", + "cahaya", + "setara", + "dengan", + "9,46", + "triliun", + "kilometer" + ], + "ner": [ + "MEASURE", + "MEASURE", + "MEASURE", + "O", + "O", + "MEASURE", + "MEASURE", + "MEASURE" + ], + "srl": ["ARG1", "ARG1", "ARG1", "V", "O", "ARG2", "ARG2", "ARG2"], + "qas": [ + { + "type": "isian", + "question": "Berapa jarak dalam satu tahun cahaya ___", + "answer": "9,46 triliun kilometer", + "id": "qa_91_q1" + }, + { + "type": "true_false", + "question": "Satu tahun cahaya setara dengan 10 triliun kilometer ___", + "answer": "false", + "id": "qa_91_q2" + } + ] + }, + { + "context": "mahatma gandhi memimpin gerakan kemerdekaan india dari inggris", + "tokens": [ + "mahatma", + "gandhi", + "memimpin", + "gerakan", + "kemerdekaan", + "india", + "dari", + "inggris" + ], + "ner": ["PER", "PER", "O", "O", "O", "LOC", "O", "LOC"], + "srl": ["ARG0", "ARG0", "V", "ARG1", "ARG1", "ARG1", "ARG2", "ARG2"], + "qas": [ + { + "type": "isian", + "question": "Siapa pemimpin gerakan kemerdekaan india ___", + "answer": "mahatma gandhi", + "id": "qa_92_q1" + }, + { + "type": "true_false", + "question": "Mahatma gandhi memimpin gerakan kemerdekaan pakistan ___", + "answer": "false", + "id": "qa_92_q2" + } + ] + }, + { + "context": "badan antariksa nasa didirikan pada tahun 1958", + "tokens": [ + "badan", + "antariksa", + "nasa", + "didirikan", + "pada", + "tahun", + "1958" + ], + "ner": ["ORG", "ORG", "ORG", "O", "O", "O", "DATE"], + "srl": ["ARG1", "ARG1", "ARG1", "V", "O", "ARGM-TMP", "ARGM-TMP"], + "qas": [ + { + "type": "isian", + "question": "Kapan nasa didirikan ___", + "answer": "1958", + "id": "qa_93_q1" + }, + { + "type": "opsi", + "question": "Tahun berapa nasa didirikan ___", + "options": ["1958", "1969", "1945", "1975"], + "answer": "1958", + "id": "qa_93_q2" + } + ] + }, + { + "context": "kornea adalah bagian terluar dari mata manusia", + "tokens": [ + "kornea", + "adalah", + "bagian", + "terluar", + "dari", + "mata", + "manusia" + ], + "ner": ["ANAT", "O", "O", "O", "O", "ANAT", "O"], + "srl": ["ARG1", "V", "ARG2", "ARG2", "ARG2", "ARG2", "ARG2"], + "qas": [ + { + "type": "isian", + "question": "Apa nama bagian terluar dari mata manusia ___", + "answer": "kornea", + "id": "qa_94_q1" + }, + { + "type": "true_false", + "question": "Retina adalah bagian terluar dari mata manusia ___", + "answer": "false", + "id": "qa_94_q2" + } + ] + }, + { + "context": "napoleon bonaparte dikalahkan di pertempuran waterloo pada tahun 1815", + "tokens": [ + "napoleon", + "bonaparte", + "dikalahkan", + "di", + "pertempuran", + "waterloo", + "pada", + "tahun", + "1815" + ], + "ner": ["PER", "PER", "O", "O", "O", "LOC", "O", "O", "DATE"], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Di mana napoleon bonaparte dikalahkan ___", + "answer": "waterloo", + "id": "qa_95_q1" + }, + { + "type": "opsi", + "question": "Tahun berapa pertempuran waterloo terjadi ___", + "options": ["1815", "1805", "1825", "1799"], + "answer": "1815", + "id": "qa_95_q2" + } + ] + }, + { + "context": "komodo hanya ditemukan di indonesia tepatnya di pulau komodo dan sekitarnya", + "tokens": [ + "komodo", + "hanya", + "ditemukan", + "di", + "indonesia", + "tepatnya", + "di", + "pulau", + "komodo", + "dan", + "sekitarnya" + ], + "ner": ["ANIMAL", "O", "O", "O", "LOC", "O", "O", "LOC", "LOC", "O", "O"], + "srl": [ + "ARG1", + "ARGM-ADV", + "V", + "O", + "ARGM-LOC", + "O", + "O", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Di negara mana komodo ditemukan ___", + "answer": "indonesia", + "id": "qa_96_q1" + }, + { + "type": "true_false", + "question": "Komodo dapat ditemukan di australia ___", + "answer": "false", + "id": "qa_96_q2" + } + ] + }, + { + "context": "marie curie adalah pemenang nobel fisika dan kimia", + "tokens": [ + "marie", + "curie", + "adalah", + "pemenang", + "nobel", + "fisika", + "dan", + "kimia" + ], + "ner": ["PER", "PER", "O", "O", "AWARD", "AWARD", "O", "FIELD"], + "srl": ["ARG1", "ARG1", "V", "ARG2", "ARG2", "ARG2", "O", "ARG2"], + "qas": [ + { + "type": "isian", + "question": "Siapa pemenang nobel di bidang fisika dan kimia ___", + "answer": "marie curie", + "id": "qa_97_q1" + }, + { + "type": "opsi", + "question": "Marie curie memenangkan nobel di bidang ___", + "options": [ + "fisika dan kimia", + "kimia saja", + "fisika saja", + "kedokteran" + ], + "answer": "fisika dan kimia", + "id": "qa_97_q2" + } + ] + }, + { + "context": "machu picchu adalah situs bekas peradaban inka di peru", + "tokens": [ + "machu", + "picchu", + "adalah", + "situs", + "bekas", + "peradaban", + "inka", + "di", + "peru" + ], + "ner": ["LOC", "LOC", "O", "O", "O", "O", "ORG", "O", "LOC"], + "srl": [ + "ARG1", + "ARG1", + "V", + "ARG2", + "ARG2", + "ARG2", + "ARG2", + "ARG2", + "ARG2" + ], + "qas": [ + { + "type": "isian", + "question": "Machu picchu adalah situs peradaban apa ___", + "answer": "inka", + "id": "qa_98_q1" + }, + { + "type": "true_false", + "question": "Machu picchu terletak di meksiko ___", + "answer": "false", + "id": "qa_98_q2" + } + ] + }, + { + "context": "fotosintesis mengubah karbon dioksida dan air menjadi glukosa dan oksigen", + "tokens": [ + "fotosintesis", + "mengubah", + "karbon", + "dioksida", + "dan", + "air", + "menjadi", + "glukosa", + "dan", + "oksigen" + ], + "ner": [ + "O", + "O", + "SUBSTANCE", + "SUBSTANCE", + "O", + "SUBSTANCE", + "O", + "SUBSTANCE", + "O", + "SUBSTANCE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARG2", + "ARG2", + "ARG2" + ], + "qas": [ + { + "type": "isian", + "question": "Apa yang dihasilkan dari fotosintesis selain glukosa ___", + "answer": "oksigen", + "id": "qa_99_q1" + }, + { + "type": "opsi", + "question": "Bahan apa saja yang dibutuhkan dalam fotosintesis ___", + "options": [ + "karbon dioksida dan air", + "oksigen dan air", + "nitrogen dan air", + "karbon monoksida dan air" + ], + "answer": "karbon dioksida dan air", + "id": "qa_99_q2" + } + ] + }, + { + "context": "vincent van gogh memotong telinganya sendiri pada tahun 1888", + "tokens": [ + "vincent", + "van", + "gogh", + "memotong", + "telinganya", + "sendiri", + "pada", + "tahun", + "1888" + ], + "ner": ["PER", "PER", "PER", "O", "ANAT", "O", "O", "O", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa seniman yang memotong telinganya sendiri ___", + "answer": "vincent van gogh", + "id": "qa_100_q1" + }, + { + "type": "true_false", + "question": "Vincent van gogh memotong telinganya pada tahun 1890 ___", + "answer": "false", + "id": "qa_100_q2" + } + ] + }, + { + "context": "molekul dna berbentuk double helix", + "tokens": ["molekul", "dna", "berbentuk", "double", "helix"], + "ner": ["O", "SUBSTANCE", "O", "SHAPE", "SHAPE"], + "srl": ["ARG0", "ARG0", "V", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Bagaimana bentuk molekul dna ___", + "answer": "double helix", + "id": "qa_101_q1" + }, + { + "type": "opsi", + "question": "Struktur dna berbentuk ___", + "options": ["double helix", "lingkaran", "persegi panjang", "zigzag"], + "answer": "double helix", + "id": "qa_101_q2" + } + ] + }, + { + "context": "alexander fleming menemukan penisilin secara tidak sengaja pada tahun 1928", + "tokens": [ + "alexander", + "fleming", + "menemukan", + "penisilin", + "secara", + "tidak", + "sengaja", + "pada", + "tahun", + "1928" + ], + "ner": ["PER", "PER", "O", "SUBSTANCE", "O", "O", "O", "O", "O", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-MNR", + "O", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa penemu penisilin ___", + "answer": "alexander fleming", + "id": "qa_102_q1" + }, + { + "type": "true_false", + "question": "Penisilin ditemukan secara sengaja setelah penelitian bertahun-tahun ___", + "answer": "false", + "id": "qa_102_q2" + } + ] + }, + { + "context": "vitamin c banyak terdapat pada buah jeruk dan kiwi", + "tokens": [ + "vitamin", + "c", + "banyak", + "terdapat", + "pada", + "buah", + "jeruk", + "dan", + "kiwi" + ], + "ner": [ + "SUBSTANCE", + "SUBSTANCE", + "O", + "O", + "O", + "O", + "PLANT", + "O", + "PLANT" + ], + "srl": [ + "ARG1", + "ARG1", + "ARGM-ADV", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Buah apa yang mengandung banyak vitamin c ___", + "answer": "jeruk dan kiwi", + "id": "qa_103_q1" + }, + { + "type": "opsi", + "question": "Vitamin apa yang banyak terkandung dalam buah jeruk ___", + "options": ["vitamin C", "vitamin A", "vitamin D", "vitamin B12"], + "answer": "vitamin C", + "id": "qa_103_q2" + } + ] + }, + { + "context": "nikola tesla mengembangkan sistem arus listrik bolak-balik atau ac", + "tokens": [ + "nikola", + "tesla", + "mengembangkan", + "sistem", + "arus", + "listrik", + "bolak-balik", + "atau", + "ac" + ], + "ner": [ + "PER", + "PER", + "O", + "O", + "PRODUCT", + "PRODUCT", + "PRODUCT", + "O", + "PRODUCT" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang mengembangkan sistem arus listrik bolak-balik ___", + "answer": "nikola tesla", + "id": "qa_104_q1" + }, + { + "type": "true_false", + "question": "Thomas edison yang mengembangkan arus listrik bolak-balik ___", + "answer": "false", + "id": "qa_104_q2" + } + ] + }, + { + "context": "sungai nil adalah sungai terpanjang di dunia dengan panjang 6650 kilometer", + "tokens": [ + "sungai", + "nil", + "adalah", + "sungai", + "terpanjang", + "di", + "dunia", + "dengan", + "panjang", + "6650", + "kilometer" + ], + "ner": [ + "LOC", + "LOC", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "MEASURE", + "MEASURE" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "ARG2", + "ARG2", + "ARG2", + "ARG2", + "O", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-MNR" + ], + "qas": [ + { + "type": "isian", + "question": "Apa nama sungai terpanjang di dunia ___", + "answer": "sungai nil", + "id": "qa_105_q1" + }, + { + "type": "opsi", + "question": "Berapa panjang sungai nil ___", + "options": [ + "6650 kilometer", + "5000 kilometer", + "7200 kilometer", + "4800 kilometer" + ], + "answer": "6650 kilometer", + "id": "qa_105_q2" + } + ] + }, + { + "context": "paus biru adalah hewan terbesar yang pernah hidup di bumi", + "tokens": [ + "paus", + "biru", + "adalah", + "hewan", + "terbesar", + "yang", + "pernah", + "hidup", + "di", + "bumi" + ], + "ner": ["ANIMAL", "ANIMAL", "O", "O", "O", "O", "O", "O", "O", "LOC"], + "srl": [ + "ARG1", + "ARG1", + "V", + "ARG2", + "ARG2", + "ARG2", + "ARG2", + "ARG2", + "ARG2", + "ARG2" + ], + "qas": [ + { + "type": "isian", + "question": "Hewan apa yang terbesar yang pernah hidup di bumi ___", + "answer": "paus biru", + "id": "qa_106_q1" + }, + { + "type": "true_false", + "question": "Gajah adalah hewan terbesar yang pernah hidup di bumi ___", + "answer": "false", + "id": "qa_106_q2" + } + ] + }, + { + "context": "insulin diproduksi oleh pankreas untuk mengatur gula darah", + "tokens": [ + "insulin", + "diproduksi", + "oleh", + "pankreas", + "untuk", + "mengatur", + "gula", + "darah" + ], + "ner": ["SUBSTANCE", "O", "O", "ANAT", "O", "O", "O", "ANAT"], + "srl": [ + "ARG1", + "V", + "ARG0", + "ARG0", + "ARGM-PRP", + "ARGM-PRP", + "ARGM-PRP", + "ARGM-PRP" + ], + "qas": [ + { + "type": "isian", + "question": "Organ apa yang memproduksi insulin ___", + "answer": "pankreas", + "id": "qa_107_q1" + }, + { + "type": "opsi", + "question": "Apa fungsi insulin dalam tubuh ___", + "options": [ + "mengatur gula darah", + "mencerna protein", + "mengedarkan oksigen", + "melawan infeksi" + ], + "answer": "mengatur gula darah", + "id": "qa_107_q2" + } + ] + }, + { + "context": "charles darwin mengemukakan teori evolusi melalui seleksi alam", + "tokens": [ + "charles", + "darwin", + "mengemukakan", + "teori", + "evolusi", + "melalui", + "seleksi", + "alam" + ], + "ner": ["PER", "PER", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-MNR" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang mengemukakan teori evolusi ___", + "answer": "charles darwin", + "id": "qa_108_q1" + }, + { + "type": "true_false", + "question": "Teori evolusi dikemukakan oleh isaac newton ___", + "answer": "false", + "id": "qa_108_q2" + } + ] + }, + { + "context": "taj mahal dibangun oleh shah jahan untuk mengenang istrinya mumtaz mahal", + "tokens": [ + "taj", + "mahal", + "dibangun", + "oleh", + "shah", + "jahan", + "untuk", + "mengenang", + "istrinya", + "mumtaz", + "mahal" + ], + "ner": ["LOC", "LOC", "O", "O", "PER", "PER", "O", "O", "O", "PER", "PER"], + "srl": [ + "ARG1", + "ARG1", + "V", + "ARG0", + "ARG0", + "ARG0", + "ARGM-PRP", + "ARGM-PRP", + "ARGM-PRP", + "ARGM-PRP", + "ARGM-PRP" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang membangun taj mahal ___", + "answer": "shah jahan", + "id": "qa_109_q1" + }, + { + "type": "opsi", + "question": "Untuk siapa taj mahal dibangun ___", + "options": ["mumtaz mahal", "ratu victoria", "cleopatra", "nefertiti"], + "answer": "mumtaz mahal", + "id": "qa_109_q2" + } + ] + }, + { + "context": "benua asia adalah benua terbesar di dunia dengan luas 44.58 juta km²", + "tokens": [ + "benua", + "asia", + "adalah", + "benua", + "terbesar", + "di", + "dunia", + "dengan", + "luas", + "44.58", + "juta", + "km²" + ], + "ner": [ + "LOC", + "LOC", + "O", + "LOC", + "O", + "O", + "LOC", + "O", + "O", + "MEASURE", + "MEASURE", + "MEASURE" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "O", + "O", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-MNR" + ], + "qas": [ + { + "type": "isian", + "question": "Benua terbesar di dunia adalah ___", + "answer": "asia", + "id": "qa_110_q1" + }, + { + "type": "true_false", + "question": "Benua asia memiliki luas 44.58 juta km² ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_110_q2" + }, + { + "type": "opsi", + "question": "Berapa luas benua asia ___", + "options": [ + "30.37 juta km²", + "44.58 juta km²", + "24.71 juta km²", + "17.84 juta km²" + ], + "answer": "44.58 juta km²", + "id": "qa_110_q3" + } + ] + }, + { + "context": "benua afrika terletak di selatan laut mediterania dan memiliki 54 negara", + "tokens": [ + "benua", + "afrika", + "terletak", + "di", + "selatan", + "laut", + "mediterania", + "dan", + "memiliki", + "54", + "negara" + ], + "ner": [ + "LOC", + "LOC", + "O", + "O", + "CARDINAL", + "LOC", + "LOC", + "O", + "O", + "CARDINAL", + "O" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O", + "V", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "Benua afrika memiliki berapa negara ___", + "answer": "54", + "id": "qa_111_q1" + }, + { + "type": "true_false", + "question": "Benua afrika terletak di utara laut mediterania ___", + "options": ["true", "false"], + "answer": "false", + "id": "qa_111_q2" + }, + { + "type": "opsi", + "question": "Di manakah benua afrika terletak ___", + "options": [ + "di utara laut mediterania", + "di selatan laut mediterania", + "di timur laut kaspia", + "di barat samudera atlantik" + ], + "answer": "di selatan laut mediterania", + "id": "qa_111_q3" + } + ] + }, + { + "context": "benua eropa merupakan benua terkecil kedua setelah australia dengan luas 10.18 juta km²", + "tokens": [ + "benua", + "eropa", + "merupakan", + "benua", + "terkecil", + "kedua", + "setelah", + "australia", + "dengan", + "luas", + "10.18", + "juta", + "km²" + ], + "ner": [ + "LOC", + "LOC", + "O", + "LOC", + "O", + "ORDINAL", + "O", + "LOC", + "O", + "O", + "MEASURE", + "MEASURE", + "MEASURE" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARGM-ADV", + "O", + "O", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-MNR" + ], + "qas": [ + { + "type": "isian", + "question": "Benua terkecil kedua di dunia adalah ___", + "answer": "eropa", + "id": "qa_112_q1" + }, + { + "type": "true_false", + "question": "Benua eropa lebih besar dari benua australia ___", + "options": ["true", "false"], + "answer": "false", + "id": "qa_112_q2" + }, + { + "type": "opsi", + "question": "Berapa luas benua eropa ___", + "options": [ + "10.18 juta km²", + "14.2 juta km²", + "8.5 juta km²", + "17.84 juta km²" + ], + "answer": "10.18 juta km²", + "id": "qa_112_q3" + } + ] + }, + { + "context": "benua amerika utara berbatasan dengan samudera atlantik di timur dan samudera pasifik di barat", + "tokens": [ + "benua", + "amerika", + "utara", + "berbatasan", + "dengan", + "samudera", + "atlantik", + "di", + "timur", + "dan", + "samudera", + "pasifik", + "di", + "barat" + ], + "ner": [ + "LOC", + "LOC", + "LOC", + "O", + "O", + "LOC", + "LOC", + "O", + "CARDINAL", + "O", + "LOC", + "LOC", + "O", + "CARDINAL" + ], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "O", + "ARG1", + "ARG1", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Samudera apa yang berbatasan dengan amerika utara di bagian timur ___", + "answer": "atlantik", + "id": "qa_113_q1" + }, + { + "type": "true_false", + "question": "Amerika utara berbatasan dengan samudera hindia di bagian barat ___", + "options": ["true", "false"], + "answer": "false", + "id": "qa_113_q2" + }, + { + "type": "opsi", + "question": "Samudera apa yang berbatasan dengan amerika utara di bagian barat ___", + "options": ["atlantik", "hindia", "arktik", "pasifik"], + "answer": "pasifik", + "id": "qa_113_q3" + } + ] + }, + { + "context": "benua amerika selatan terdiri dari 12 negara dan memiliki hutan amazon yang terbesar", + "tokens": [ + "benua", + "amerika", + "selatan", + "terdiri", + "dari", + "12", + "negara", + "dan", + "memiliki", + "hutan", + "amazon", + "yang", + "terbesar" + ], + "ner": [ + "LOC", + "LOC", + "LOC", + "O", + "O", + "CARDINAL", + "O", + "O", + "O", + "LOC", + "LOC", + "O", + "O" + ], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARG1", + "ARG1", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-MNR" + ], + "qas": [ + { + "type": "isian", + "question": "Benua amerika selatan terdiri dari berapa negara ___", + "answer": "12", + "id": "qa_114_q1" + }, + { + "type": "true_false", + "question": "Benua amerika selatan memiliki hutan amazon yang terbesar ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_114_q2" + }, + { + "type": "opsi", + "question": "Hutan terbesar di amerika selatan adalah ___", + "options": [ + "hutan kongo", + "hutan amazon", + "hutan borneo", + "hutan sumatra" + ], + "answer": "hutan amazon", + "id": "qa_114_q3" + } + ] + }, + { + "context": "benua australia adalah benua terkecil di dunia dan seluruhnya terletak di belahan bumi selatan", + "tokens": [ + "benua", + "australia", + "adalah", + "benua", + "terkecil", + "di", + "dunia", + "dan", + "seluruhnya", + "terletak", + "di", + "belahan", + "bumi", + "selatan" + ], + "ner": [ + "LOC", + "LOC", + "O", + "LOC", + "O", + "O", + "LOC", + "O", + "O", + "O", + "O", + "LOC", + "LOC", + "LOC" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "O", + "ARGM-MNR", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Benua terkecil di dunia adalah ___", + "answer": "australia", + "id": "qa_115_q1" + }, + { + "type": "true_false", + "question": "Benua australia terletak di belahan bumi utara ___", + "options": ["true", "false"], + "answer": "false", + "id": "qa_115_q2" + }, + { + "type": "opsi", + "question": "Di manakah benua australia terletak ___", + "options": [ + "belahan bumi utara", + "belahan bumi selatan", + "belahan bumi timur", + "belahan bumi barat" + ], + "answer": "belahan bumi selatan", + "id": "qa_115_q3" + } + ] + }, + { + "context": "benua antartika terletak di kutub selatan dan hampir seluruhnya tertutup es", + "tokens": [ + "benua", + "antartika", + "terletak", + "di", + "kutub", + "selatan", + "dan", + "hampir", + "seluruhnya", + "tertutup", + "es" + ], + "ner": ["LOC", "LOC", "O", "O", "LOC", "LOC", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-MNR", + "ARGM-MNR", + "V", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "Benua yang terletak di kutub selatan adalah ___", + "answer": "antartika", + "id": "qa_116_q1" + }, + { + "type": "true_false", + "question": "Benua antartika hampir seluruhnya tertutup es ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_116_q2" + }, + { + "type": "opsi", + "question": "Benua antartika terletak di ___", + "options": ["kutub utara", "kutub selatan", "khatulistiwa", "tropis"], + "answer": "kutub selatan", + "id": "qa_116_q3" + } + ] + }, + { + "context": "benua asia memiliki populasi terbesar di dunia dengan lebih dari 4.7 miliar penduduk", + "tokens": [ + "benua", + "asia", + "memiliki", + "populasi", + "terbesar", + "di", + "dunia", + "dengan", + "lebih", + "dari", + "4.7", + "miliar", + "penduduk" + ], + "ner": [ + "LOC", + "LOC", + "O", + "O", + "O", + "O", + "LOC", + "O", + "O", + "O", + "CARDINAL", + "CARDINAL", + "O" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "O", + "O", + "O", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-MNR" + ], + "qas": [ + { + "type": "isian", + "question": "Benua dengan populasi terbesar di dunia adalah ___", + "answer": "asia", + "id": "qa_117_q1" + }, + { + "type": "true_false", + "question": "Benua asia memiliki populasi sekitar 4.7 miliar penduduk ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_117_q2" + }, + { + "type": "opsi", + "question": "Berapa jumlah penduduk benua asia ___", + "options": ["2.5 miliar", "3.2 miliar", "4.7 miliar", "5.9 miliar"], + "answer": "4.7 miliar", + "id": "qa_117_q3" + } + ] + }, + { + "context": "gunung kilimanjaro adalah gunung tertinggi di benua afrika dengan ketinggian 5,895 meter", + "tokens": [ + "gunung", + "kilimanjaro", + "adalah", + "gunung", + "tertinggi", + "di", + "benua", + "afrika", + "dengan", + "ketinggian", + "5,895", + "meter" + ], + "ner": [ + "LOC", + "LOC", + "O", + "LOC", + "O", + "O", + "LOC", + "LOC", + "O", + "O", + "MEASURE", + "MEASURE" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-LOC", + "O", + "O", + "ARGM-MNR", + "ARGM-MNR" + ], + "qas": [ + { + "type": "isian", + "question": "Gunung tertinggi di benua afrika adalah ___", + "answer": "kilimanjaro", + "id": "qa_118_q1" + }, + { + "type": "true_false", + "question": "Gunung kilimanjaro memiliki ketinggian 5,895 meter ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_118_q2" + }, + { + "type": "opsi", + "question": "Berapa ketinggian gunung kilimanjaro ___", + "options": ["4,892 meter", "5,895 meter", "6,194 meter", "8,848 meter"], + "answer": "5,895 meter", + "id": "qa_118_q3" + } + ] + }, + { + "context": "benua afrika memiliki gurun sahara yang merupakan gurun terbesar ketiga di dunia", + "tokens": [ + "benua", + "afrika", + "memiliki", + "gurun", + "sahara", + "yang", + "merupakan", + "gurun", + "terbesar", + "ketiga", + "di", + "dunia" + ], + "ner": [ + "LOC", + "LOC", + "O", + "LOC", + "LOC", + "O", + "O", + "O", + "O", + "ORDINAL", + "O", + "LOC" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "V", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Gurun terbesar ketiga di dunia adalah gurun ___", + "answer": "sahara", + "id": "qa_119_q1" + }, + { + "type": "true_false", + "question": "Gurun sahara berada di benua afrika ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_119_q2" + }, + { + "type": "opsi", + "question": "Gurun sahara merupakan gurun terbesar peringkat ke berapa di dunia ___", + "options": ["pertama", "kedua", "ketiga", "keempat"], + "answer": "ketiga", + "id": "qa_119_q3" + } + ] + }, + { + "context": "sungai nil adalah sungai terpanjang di benua afrika dan di dunia dengan panjang 6,650 km", + "tokens": [ + "sungai", + "nil", + "adalah", + "sungai", + "terpanjang", + "di", + "benua", + "afrika", + "dan", + "di", + "dunia", + "dengan", + "panjang", + "6,650", + "km" + ], + "ner": [ + "LOC", + "LOC", + "O", + "LOC", + "O", + "O", + "LOC", + "LOC", + "O", + "O", + "LOC", + "O", + "O", + "MEASURE", + "MEASURE" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-LOC", + "O", + "O", + "ARGM-LOC", + "O", + "O", + "ARGM-MNR", + "ARGM-MNR" + ], + "qas": [ + { + "type": "isian", + "question": "Sungai terpanjang di dunia adalah sungai ___", + "answer": "nil", + "id": "qa_120_q1" + }, + { + "type": "true_false", + "question": "Sungai nil memiliki panjang 6,650 km ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_120_q2" + }, + { + "type": "opsi", + "question": "Di benua manakah sungai nil berada ___", + "options": ["asia", "afrika", "eropa", "amerika selatan"], + "answer": "afrika", + "id": "qa_120_q3" + } + ] + }, + { + "context": "pegunungan alpen merupakan pegunungan terbesar di benua eropa yang membentang di 8 negara", + "tokens": [ + "pegunungan", + "alpen", + "merupakan", + "pegunungan", + "terbesar", + "di", + "benua", + "eropa", + "yang", + "membentang", + "di", + "8", + "negara" + ], + "ner": [ + "LOC", + "LOC", + "O", + "LOC", + "O", + "O", + "LOC", + "LOC", + "O", + "O", + "O", + "CARDINAL", + "O" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-LOC", + "O", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Pegunungan terbesar di benua eropa adalah ___", + "answer": "alpen", + "id": "qa_121_q1" + }, + { + "type": "true_false", + "question": "Pegunungan alpen membentang di 8 negara ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_121_q2" + }, + { + "type": "opsi", + "question": "Pegunungan alpen membentang di berapa negara ___", + "options": ["5", "6", "8", "10"], + "answer": "8", + "id": "qa_121_q3" + } + ] + }, + { + "context": "danau superior adalah danau terbesar di benua amerika utara dan danau air tawar terbesar di dunia", + "tokens": [ + "danau", + "superior", + "adalah", + "danau", + "terbesar", + "di", + "benua", + "amerika", + "utara", + "dan", + "danau", + "air", + "tawar", + "terbesar", + "di", + "dunia" + ], + "ner": [ + "LOC", + "LOC", + "O", + "LOC", + "O", + "O", + "LOC", + "LOC", + "LOC", + "O", + "LOC", + "O", + "O", + "O", + "O", + "LOC" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Danau terbesar di benua amerika utara adalah danau ___", + "answer": "superior", + "id": "qa_122_q1" + }, + { + "type": "true_false", + "question": "Danau superior adalah danau air tawar terbesar di dunia ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_122_q2" + }, + { + "type": "opsi", + "question": "Danau air tawar terbesar di dunia adalah ___", + "options": [ + "danau baikal", + "danau victoria", + "danau superior", + "danau huron" + ], + "answer": "danau superior", + "id": "qa_122_q3" + } + ] + }, + { + "context": "sungai amazon adalah sungai terpanjang kedua di dunia dan terletak di benua amerika selatan", + "tokens": [ + "sungai", + "amazon", + "adalah", + "sungai", + "terpanjang", + "kedua", + "di", + "dunia", + "dan", + "terletak", + "di", + "benua", + "amerika", + "selatan" + ], + "ner": [ + "LOC", + "LOC", + "O", + "LOC", + "O", + "ORDINAL", + "O", + "LOC", + "O", + "O", + "O", + "LOC", + "LOC", + "LOC" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "O", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Sungai terpanjang kedua di dunia adalah sungai ___", + "answer": "amazon", + "id": "qa_123_q1" + }, + { + "type": "true_false", + "question": "Sungai amazon terletak di benua amerika selatan ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_123_q2" + }, + { + "type": "opsi", + "question": "Sungai amazon berada di benua ___", + "options": ["afrika", "asia", "amerika utara", "amerika selatan"], + "answer": "amerika selatan", + "id": "qa_123_q3" + } + ] + }, + { + "context": "Ali menghadiri turnamen catur di Medan pada tanggal 15 Juli 2023", + "tokens": [ + "Ali", + "menghadiri", + "turnamen", + "catur", + "di", + "Medan", + "pada", + "tanggal", + "15", + "Juli", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri turnamen catur di medan", + "answer": "Ali", + "id": "qa_124_q1" + }, + { + "type": "true_false", + "question": "Ali menghadiri turnamen catur pada tanggal 15 juli 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_124_q2" + }, + { + "type": "opsi", + "question": "Ali menghadiri ___ catur", + "options": ["latihan", "turnamen", "pertemuan", "kelas"], + "answer": "turnamen", + "id": "qa_124_q3" + } + ] + }, + { + "context": "Nina menghadiri rapat organisasi di Yogyakarta pada tanggal 25 Desember 2023", + "tokens": [ + "Nina", + "menghadiri", + "rapat", + "organisasi", + "di", + "Yogyakarta", + "pada", + "tanggal", + "25", + "Desember", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri rapat organisasi di yogyakarta", + "answer": "Nina", + "id": "qa_125_q1" + }, + { + "type": "true_false", + "question": "Nina menghadiri rapat organisasi pada tanggal 25 desember 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_125_q2" + }, + { + "type": "opsi", + "question": "Nina menghadiri ___ organisasi", + "options": ["latihan", "rapat", "pertemuan", "kelas"], + "answer": "rapat", + "id": "qa_125_q3" + } + ] + }, + { + "context": "Farhan menghadiri turnamen catur di Surabaya pada tanggal 15 Juli 2023", + "tokens": [ + "Farhan", + "menghadiri", + "turnamen", + "catur", + "di", + "Surabaya", + "pada", + "tanggal", + "15", + "Juli", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri turnamen catur di surabaya", + "answer": "Farhan", + "id": "qa_126_q1" + }, + { + "type": "true_false", + "question": "Farhan menghadiri turnamen catur pada tanggal 15 juli 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_126_q2" + }, + { + "type": "opsi", + "question": "Farhan menghadiri ___ catur", + "options": ["latihan", "turnamen", "pertemuan", "kelas"], + "answer": "turnamen", + "id": "qa_126_q3" + } + ] + }, + { + "context": "Andi menghadiri workshop fotografi di Surabaya pada tanggal 25 Desember 2023", + "tokens": [ + "Andi", + "menghadiri", + "workshop", + "fotografi", + "di", + "Surabaya", + "pada", + "tanggal", + "25", + "Desember", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri workshop fotografi di surabaya", + "answer": "Andi", + "id": "qa_127_q1" + }, + { + "type": "true_false", + "question": "Andi menghadiri workshop fotografi pada tanggal 25 desember 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_127_q2" + }, + { + "type": "opsi", + "question": "Andi menghadiri ___ fotografi", + "options": ["latihan", "workshop", "pertemuan", "kelas"], + "answer": "workshop", + "id": "qa_127_q3" + } + ] + }, + { + "context": "Lina menghadiri pameran teknologi di Jakarta pada tanggal 5 Mei 2023", + "tokens": [ + "Lina", + "menghadiri", + "pameran", + "teknologi", + "di", + "Jakarta", + "pada", + "tanggal", + "5", + "Mei", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri pameran teknologi di jakarta", + "answer": "Lina", + "id": "qa_128_q1" + }, + { + "type": "true_false", + "question": "Lina menghadiri pameran teknologi pada tanggal 5 mei 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_128_q2" + }, + { + "type": "opsi", + "question": "Lina menghadiri ___ teknologi", + "options": ["latihan", "pameran", "pertemuan", "kelas"], + "answer": "pameran", + "id": "qa_128_q3" + } + ] + }, + { + "context": "Iqbal menghadiri turnamen catur di Malang pada tanggal 15 Juli 2023", + "tokens": [ + "Iqbal", + "menghadiri", + "turnamen", + "catur", + "di", + "Malang", + "pada", + "tanggal", + "15", + "Juli", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri turnamen catur di malang", + "answer": "Iqbal", + "id": "qa_129_q1" + }, + { + "type": "true_false", + "question": "Iqbal menghadiri turnamen catur pada tanggal 15 juli 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_129_q2" + }, + { + "type": "opsi", + "question": "Iqbal menghadiri ___ catur", + "options": ["latihan", "turnamen", "pertemuan", "kelas"], + "answer": "turnamen", + "id": "qa_129_q3" + } + ] + }, + { + "context": "Siti menghadiri perlombaan renang di Padang pada tanggal 25 Desember 2023", + "tokens": [ + "Siti", + "menghadiri", + "perlombaan", + "renang", + "di", + "Padang", + "pada", + "tanggal", + "25", + "Desember", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri perlombaan renang di padang", + "answer": "Siti", + "id": "qa_130_q1" + }, + { + "type": "true_false", + "question": "Siti menghadiri perlombaan renang pada tanggal 25 desember 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_130_q2" + }, + { + "type": "opsi", + "question": "Siti menghadiri ___ renang", + "options": ["latihan", "perlombaan", "pertemuan", "kelas"], + "answer": "perlombaan", + "id": "qa_130_q3" + } + ] + }, + { + "context": "Lina menghadiri konser musik di Bandung pada tanggal 10 Agustus 2023", + "tokens": [ + "Lina", + "menghadiri", + "konser", + "musik", + "di", + "Bandung", + "pada", + "tanggal", + "10", + "Agustus", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri konser musik di bandung", + "answer": "Lina", + "id": "qa_131_q1" + }, + { + "type": "true_false", + "question": "Lina menghadiri konser musik pada tanggal 10 agustus 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_131_q2" + }, + { + "type": "opsi", + "question": "Lina menghadiri ___ musik", + "options": ["latihan", "konser", "pertemuan", "kelas"], + "answer": "konser", + "id": "qa_131_q3" + } + ] + }, + { + "context": "Fajar menghadiri workshop fotografi di Surabaya pada tanggal 10 Agustus 2023", + "tokens": [ + "Fajar", + "menghadiri", + "workshop", + "fotografi", + "di", + "Surabaya", + "pada", + "tanggal", + "10", + "Agustus", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri workshop fotografi di surabaya", + "answer": "Fajar", + "id": "qa_132_q1" + }, + { + "type": "true_false", + "question": "Fajar menghadiri workshop fotografi pada tanggal 10 agustus 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_132_q2" + }, + { + "type": "opsi", + "question": "Fajar menghadiri ___ fotografi", + "options": ["latihan", "workshop", "pertemuan", "kelas"], + "answer": "workshop", + "id": "qa_132_q3" + } + ] + }, + { + "context": "Dina menghadiri konser musik di Padang pada tanggal 1 Januari 2024", + "tokens": [ + "Dina", + "menghadiri", + "konser", + "musik", + "di", + "Padang", + "pada", + "tanggal", + "1", + "Januari", + "2024" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri konser musik di padang", + "answer": "Dina", + "id": "qa_133_q1" + }, + { + "type": "true_false", + "question": "Dina menghadiri konser musik pada tanggal 1 januari 2024 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_133_q2" + }, + { + "type": "opsi", + "question": "Dina menghadiri ___ musik", + "options": ["latihan", "konser", "pertemuan", "kelas"], + "answer": "konser", + "id": "qa_133_q3" + } + ] + }, + { + "context": "Nina menghadiri festival kuliner di Medan pada tanggal 1 Januari 2024", + "tokens": [ + "Nina", + "menghadiri", + "festival", + "kuliner", + "di", + "Medan", + "pada", + "tanggal", + "1", + "Januari", + "2024" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri festival kuliner di medan", + "answer": "Nina", + "id": "qa_134_q1" + }, + { + "type": "true_false", + "question": "Nina menghadiri festival kuliner pada tanggal 1 januari 2024 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_134_q2" + }, + { + "type": "opsi", + "question": "Nina menghadiri ___ kuliner", + "options": ["latihan", "festival", "pertemuan", "kelas"], + "answer": "festival", + "id": "qa_134_q3" + } + ] + }, + { + "context": "Rian menghadiri perlombaan renang di Bali pada tanggal 10 Agustus 2023", + "tokens": [ + "Rian", + "menghadiri", + "perlombaan", + "renang", + "di", + "Bali", + "pada", + "tanggal", + "10", + "Agustus", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri perlombaan renang di bali", + "answer": "Rian", + "id": "qa_135_q1" + }, + { + "type": "true_false", + "question": "Rian menghadiri perlombaan renang pada tanggal 10 agustus 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_135_q2" + }, + { + "type": "opsi", + "question": "Rian menghadiri ___ renang", + "options": ["latihan", "perlombaan", "pertemuan", "kelas"], + "answer": "perlombaan", + "id": "qa_135_q3" + } + ] + }, + { + "context": "Nina menghadiri bazar amal di Surabaya pada tanggal 10 Agustus 2023", + "tokens": [ + "Nina", + "menghadiri", + "bazar", + "amal", + "di", + "Surabaya", + "pada", + "tanggal", + "10", + "Agustus", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri bazar amal di surabaya", + "answer": "Nina", + "id": "qa_136_q1" + }, + { + "type": "true_false", + "question": "Nina menghadiri bazar amal pada tanggal 10 agustus 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_136_q2" + }, + { + "type": "opsi", + "question": "Nina menghadiri ___ amal", + "options": ["latihan", "bazar", "pertemuan", "kelas"], + "answer": "bazar", + "id": "qa_136_q3" + } + ] + }, + { + "context": "Tari menghadiri workshop fotografi di Yogyakarta pada tanggal 5 Mei 2023", + "tokens": [ + "Tari", + "menghadiri", + "workshop", + "fotografi", + "di", + "Yogyakarta", + "pada", + "tanggal", + "5", + "Mei", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri workshop fotografi di yogyakarta", + "answer": "Tari", + "id": "qa_137_q1" + }, + { + "type": "true_false", + "question": "Tari menghadiri workshop fotografi pada tanggal 5 mei 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_137_q2" + }, + { + "type": "opsi", + "question": "Tari menghadiri ___ fotografi", + "options": ["latihan", "workshop", "pertemuan", "kelas"], + "answer": "workshop", + "id": "qa_137_q3" + } + ] + }, + { + "context": "Siti menghadiri perlombaan renang di Medan pada tanggal 15 Juli 2023", + "tokens": [ + "Siti", + "menghadiri", + "perlombaan", + "renang", + "di", + "Medan", + "pada", + "tanggal", + "15", + "Juli", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri perlombaan renang di medan", + "answer": "Siti", + "id": "qa_138_q1" + }, + { + "type": "true_false", + "question": "Siti menghadiri perlombaan renang pada tanggal 15 juli 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_138_q2" + }, + { + "type": "opsi", + "question": "Siti menghadiri ___ renang", + "options": ["latihan", "perlombaan", "pertemuan", "kelas"], + "answer": "perlombaan", + "id": "qa_138_q3" + } + ] + }, + { + "context": "Fajar menghadiri seminar pendidikan di Malang pada tanggal 25 Desember 2023", + "tokens": [ + "Fajar", + "menghadiri", + "seminar", + "pendidikan", + "di", + "Malang", + "pada", + "tanggal", + "25", + "Desember", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri seminar pendidikan di malang", + "answer": "Fajar", + "id": "qa_139_q1" + }, + { + "type": "true_false", + "question": "Fajar menghadiri seminar pendidikan pada tanggal 25 desember 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_139_q2" + }, + { + "type": "opsi", + "question": "Fajar menghadiri ___ pendidikan", + "options": ["latihan", "seminar", "pertemuan", "kelas"], + "answer": "seminar", + "id": "qa_139_q3" + } + ] + }, + { + "context": "Dina menghadiri pameran teknologi di Makassar pada tanggal 25 Desember 2023", + "tokens": [ + "Dina", + "menghadiri", + "pameran", + "teknologi", + "di", + "Makassar", + "pada", + "tanggal", + "25", + "Desember", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri pameran teknologi di makassar", + "answer": "Dina", + "id": "qa_140_q1" + }, + { + "type": "true_false", + "question": "Dina menghadiri pameran teknologi pada tanggal 25 desember 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_140_q2" + }, + { + "type": "opsi", + "question": "Dina menghadiri ___ teknologi", + "options": ["latihan", "pameran", "pertemuan", "kelas"], + "answer": "pameran", + "id": "qa_140_q3" + } + ] + }, + { + "context": "Lina menghadiri turnamen catur di Jakarta pada tanggal 15 Juli 2023", + "tokens": [ + "Lina", + "menghadiri", + "turnamen", + "catur", + "di", + "Jakarta", + "pada", + "tanggal", + "15", + "Juli", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri turnamen catur di jakarta", + "answer": "Lina", + "id": "qa_141_q1" + }, + { + "type": "true_false", + "question": "Lina menghadiri turnamen catur pada tanggal 15 juli 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_141_q2" + }, + { + "type": "opsi", + "question": "Lina menghadiri ___ catur", + "options": ["latihan", "turnamen", "pertemuan", "kelas"], + "answer": "turnamen", + "id": "qa_141_q3" + } + ] + }, + { + "context": "Ali menghadiri kompetisi robotik di Yogyakarta pada tanggal 15 Juli 2023", + "tokens": [ + "Ali", + "menghadiri", + "kompetisi", + "robotik", + "di", + "Yogyakarta", + "pada", + "tanggal", + "15", + "Juli", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri kompetisi robotik di yogyakarta", + "answer": "Ali", + "id": "qa_142_q1" + }, + { + "type": "true_false", + "question": "Ali menghadiri kompetisi robotik pada tanggal 15 juli 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_142_q2" + }, + { + "type": "opsi", + "question": "Ali menghadiri ___ robotik", + "options": ["latihan", "kompetisi", "pertemuan", "kelas"], + "answer": "kompetisi", + "id": "qa_142_q3" + } + ] + }, + { + "context": "Rudi menghadiri bazar amal di Makassar pada tanggal 10 Agustus 2023", + "tokens": [ + "Rudi", + "menghadiri", + "bazar", + "amal", + "di", + "Makassar", + "pada", + "tanggal", + "10", + "Agustus", + "2023" + ], + "ner": [ + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri bazar amal di makassar", + "answer": "Rudi", + "id": "qa_143_q1" + }, + { + "type": "true_false", + "question": "Rudi menghadiri bazar amal pada tanggal 10 agustus 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_143_q2" + }, + { + "type": "opsi", + "question": "Rudi menghadiri ___ amal", + "options": ["latihan", "bazar", "pertemuan", "kelas"], + "answer": "bazar", + "id": "qa_143_q3" + } + ] + }, + { + "context": "Pada tanggal 10 Agustus 2023 Rian menghadiri festival kuliner di Semarang", + "tokens": [ + "Pada", + "tanggal", + "10", + "Agustus", + "2023", + "Rian", + "menghadiri", + "festival", + "kuliner", + "di", + "Semarang" + ], + "ner": [ + "O", + "O", + "DATE", + "DATE", + "DATE", + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC" + ], + "srl": [ + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri festival kuliner di semarang", + "answer": "Rian", + "id": "qa_144_q1" + }, + { + "type": "true_false", + "question": "Rian menghadiri festival kuliner pada tanggal 10 agustus 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_144_q2" + }, + { + "type": "opsi", + "question": "Rian menghadiri ___ kuliner", + "options": ["latihan", "festival", "pertemuan", "kelas"], + "answer": "festival", + "id": "qa_144_q3" + } + ] + }, + { + "context": "Kemarin Putri telah menghadiri festival kuliner di Padang pada tanggal 25 Desember 2023", + "tokens": [ + "Kemarin", + "Putri", + "telah", + "menghadiri", + "festival", + "kuliner", + "di", + "Padang", + "pada", + "tanggal", + "25", + "Desember", + "2023" + ], + "ner": [ + "O", + "PER", + "O", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "O", + "ARG0", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri festival kuliner di padang", + "answer": "Putri", + "id": "qa_145_q1" + }, + { + "type": "true_false", + "question": "Putri menghadiri festival kuliner pada tanggal 25 desember 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_145_q2" + }, + { + "type": "opsi", + "question": "Putri menghadiri ___ kuliner", + "options": ["latihan", "festival", "pertemuan", "kelas"], + "answer": "festival", + "id": "qa_145_q3" + } + ] + }, + { + "context": "Pada tanggal 5 Mei 2023 Nina menghadiri workshop fotografi di Padang", + "tokens": [ + "Pada", + "tanggal", + "5", + "Mei", + "2023", + "Nina", + "menghadiri", + "workshop", + "fotografi", + "di", + "Padang" + ], + "ner": [ + "O", + "O", + "DATE", + "DATE", + "DATE", + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC" + ], + "srl": [ + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri workshop fotografi di padang", + "answer": "Nina", + "id": "qa_146_q1" + }, + { + "type": "true_false", + "question": "Nina menghadiri workshop fotografi pada tanggal 5 mei 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_146_q2" + }, + { + "type": "opsi", + "question": "Nina menghadiri ___ fotografi", + "options": ["latihan", "workshop", "pertemuan", "kelas"], + "answer": "workshop", + "id": "qa_146_q3" + } + ] + }, + { + "context": "Pada tanggal 1 Januari 2024 Nina menghadiri pameran teknologi di Malang", + "tokens": [ + "Pada", + "tanggal", + "1", + "Januari", + "2024", + "Nina", + "menghadiri", + "pameran", + "teknologi", + "di", + "Malang" + ], + "ner": [ + "O", + "O", + "DATE", + "DATE", + "DATE", + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC" + ], + "srl": [ + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri pameran teknologi di malang", + "answer": "Nina", + "id": "qa_147_q1" + }, + { + "type": "true_false", + "question": "Nina menghadiri pameran teknologi pada tanggal 1 januari 2024 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_147_q2" + }, + { + "type": "opsi", + "question": "Nina menghadiri ___ teknologi", + "options": ["latihan", "pameran", "pertemuan", "kelas"], + "answer": "pameran", + "id": "qa_147_q3" + } + ] + }, + { + "context": "Andi akan menghadiri konser musik di Medan pada tanggal 10 Agustus 2023", + "tokens": [ + "Andi", + "akan", + "menghadiri", + "konser", + "musik", + "di", + "Medan", + "pada", + "tanggal", + "10", + "Agustus", + "2023" + ], + "ner": [ + "PER", + "O", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri konser musik di medan", + "answer": "Andi", + "id": "qa_148_q1" + }, + { + "type": "true_false", + "question": "Andi menghadiri konser musik pada tanggal 10 agustus 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_148_q2" + }, + { + "type": "opsi", + "question": "Andi menghadiri ___ musik", + "options": ["latihan", "konser", "pertemuan", "kelas"], + "answer": "konser", + "id": "qa_148_q3" + } + ] + }, + { + "context": "Budi akan menghadiri konser musik di Jakarta pada tanggal 5 Mei 2023", + "tokens": [ + "Budi", + "akan", + "menghadiri", + "konser", + "musik", + "di", + "Jakarta", + "pada", + "tanggal", + "5", + "Mei", + "2023" + ], + "ner": [ + "PER", + "O", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri konser musik di jakarta", + "answer": "Budi", + "id": "qa_149_q1" + }, + { + "type": "true_false", + "question": "Budi menghadiri konser musik pada tanggal 5 mei 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_149_q2" + }, + { + "type": "opsi", + "question": "Budi menghadiri ___ musik", + "options": ["latihan", "konser", "pertemuan", "kelas"], + "answer": "konser", + "id": "qa_149_q3" + } + ] + }, + { + "context": "Kemarin Hana telah menghadiri bazar amal di Padang pada tanggal 5 Mei 2023", + "tokens": [ + "Kemarin", + "Hana", + "telah", + "menghadiri", + "bazar", + "amal", + "di", + "Padang", + "pada", + "tanggal", + "5", + "Mei", + "2023" + ], + "ner": [ + "O", + "PER", + "O", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "O", + "ARG0", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri bazar amal di padang", + "answer": "Hana", + "id": "qa_150_q1" + }, + { + "type": "true_false", + "question": "Hana menghadiri bazar amal pada tanggal 5 mei 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_150_q2" + }, + { + "type": "opsi", + "question": "Hana menghadiri ___ amal", + "options": ["latihan", "bazar", "pertemuan", "kelas"], + "answer": "bazar", + "id": "qa_150_q3" + } + ] + }, + { + "context": "Kemarin Rian telah menghadiri seminar pendidikan di Surabaya pada tanggal 5 Mei 2023", + "tokens": [ + "Kemarin", + "Rian", + "telah", + "menghadiri", + "seminar", + "pendidikan", + "di", + "Surabaya", + "pada", + "tanggal", + "5", + "Mei", + "2023" + ], + "ner": [ + "O", + "PER", + "O", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "O", + "ARG0", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri seminar pendidikan di surabaya", + "answer": "Rian", + "id": "qa_151_q1" + }, + { + "type": "true_false", + "question": "Rian menghadiri seminar pendidikan pada tanggal 5 mei 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_151_q2" + }, + { + "type": "opsi", + "question": "Rian menghadiri ___ pendidikan", + "options": ["latihan", "seminar", "pertemuan", "kelas"], + "answer": "seminar", + "id": "qa_151_q3" + } + ] + }, + { + "context": "Pada tanggal 5 Mei 2023 Iqbal menghadiri kompetisi robotik di Malang", + "tokens": [ + "Pada", + "tanggal", + "5", + "Mei", + "2023", + "Iqbal", + "menghadiri", + "kompetisi", + "robotik", + "di", + "Malang" + ], + "ner": [ + "O", + "O", + "DATE", + "DATE", + "DATE", + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC" + ], + "srl": [ + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri kompetisi robotik di malang", + "answer": "Iqbal", + "id": "qa_152_q1" + }, + { + "type": "true_false", + "question": "Iqbal menghadiri kompetisi robotik pada tanggal 5 mei 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_152_q2" + }, + { + "type": "opsi", + "question": "Iqbal menghadiri ___ robotik", + "options": ["latihan", "kompetisi", "pertemuan", "kelas"], + "answer": "kompetisi", + "id": "qa_152_q3" + } + ] + }, + { + "context": "Raka akan menghadiri konser musik di Surabaya pada tanggal 10 Agustus 2023", + "tokens": [ + "Raka", + "akan", + "menghadiri", + "konser", + "musik", + "di", + "Surabaya", + "pada", + "tanggal", + "10", + "Agustus", + "2023" + ], + "ner": [ + "PER", + "O", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri konser musik di surabaya", + "answer": "Raka", + "id": "qa_153_q1" + }, + { + "type": "true_false", + "question": "Raka menghadiri konser musik pada tanggal 10 agustus 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_153_q2" + }, + { + "type": "opsi", + "question": "Raka menghadiri ___ musik", + "options": ["latihan", "konser", "pertemuan", "kelas"], + "answer": "konser", + "id": "qa_153_q3" + } + ] + }, + { + "context": "Dewi akan menghadiri kompetisi robotik di Medan pada tanggal 5 Mei 2023", + "tokens": [ + "Dewi", + "akan", + "menghadiri", + "kompetisi", + "robotik", + "di", + "Medan", + "pada", + "tanggal", + "5", + "Mei", + "2023" + ], + "ner": [ + "PER", + "O", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri kompetisi robotik di medan", + "answer": "Dewi", + "id": "qa_154_q1" + }, + { + "type": "true_false", + "question": "Dewi menghadiri kompetisi robotik pada tanggal 5 mei 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_154_q2" + }, + { + "type": "opsi", + "question": "Dewi menghadiri ___ robotik", + "options": ["latihan", "kompetisi", "pertemuan", "kelas"], + "answer": "kompetisi", + "id": "qa_154_q3" + } + ] + }, + { + "context": "Pada tanggal 5 Mei 2023 Rudi menghadiri workshop fotografi di Padang", + "tokens": [ + "Pada", + "tanggal", + "5", + "Mei", + "2023", + "Rudi", + "menghadiri", + "workshop", + "fotografi", + "di", + "Padang" + ], + "ner": [ + "O", + "O", + "DATE", + "DATE", + "DATE", + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC" + ], + "srl": [ + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri workshop fotografi di padang", + "answer": "Rudi", + "id": "qa_155_q1" + }, + { + "type": "true_false", + "question": "Rudi menghadiri workshop fotografi pada tanggal 5 mei 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_155_q2" + }, + { + "type": "opsi", + "question": "Rudi menghadiri ___ fotografi", + "options": ["latihan", "workshop", "pertemuan", "kelas"], + "answer": "workshop", + "id": "qa_155_q3" + } + ] + }, + { + "context": "Fajar akan menghadiri seminar pendidikan di Bandung pada tanggal 15 Juli 2023", + "tokens": [ + "Fajar", + "akan", + "menghadiri", + "seminar", + "pendidikan", + "di", + "Bandung", + "pada", + "tanggal", + "15", + "Juli", + "2023" + ], + "ner": [ + "PER", + "O", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri seminar pendidikan di bandung", + "answer": "Fajar", + "id": "qa_156_q1" + }, + { + "type": "true_false", + "question": "Fajar menghadiri seminar pendidikan pada tanggal 15 juli 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_156_q2" + }, + { + "type": "opsi", + "question": "Fajar menghadiri ___ pendidikan", + "options": ["latihan", "seminar", "pertemuan", "kelas"], + "answer": "seminar", + "id": "qa_156_q3" + } + ] + }, + { + "context": "Pada tanggal 25 Desember 2023 Farhan menghadiri seminar pendidikan di Jakarta", + "tokens": [ + "Pada", + "tanggal", + "25", + "Desember", + "2023", + "Farhan", + "menghadiri", + "seminar", + "pendidikan", + "di", + "Jakarta" + ], + "ner": [ + "O", + "O", + "DATE", + "DATE", + "DATE", + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC" + ], + "srl": [ + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri seminar pendidikan di jakarta", + "answer": "Farhan", + "id": "qa_157_q1" + }, + { + "type": "true_false", + "question": "Farhan menghadiri seminar pendidikan pada tanggal 25 desember 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_157_q2" + }, + { + "type": "opsi", + "question": "Farhan menghadiri ___ pendidikan", + "options": ["latihan", "seminar", "pertemuan", "kelas"], + "answer": "seminar", + "id": "qa_157_q3" + } + ] + }, + { + "context": "Kemarin Rudi telah menghadiri rapat organisasi di Surabaya pada tanggal 10 Agustus 2023", + "tokens": [ + "Kemarin", + "Rudi", + "telah", + "menghadiri", + "rapat", + "organisasi", + "di", + "Surabaya", + "pada", + "tanggal", + "10", + "Agustus", + "2023" + ], + "ner": [ + "O", + "PER", + "O", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "O", + "ARG0", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri rapat organisasi di surabaya", + "answer": "Rudi", + "id": "qa_158_q1" + }, + { + "type": "true_false", + "question": "Rudi menghadiri rapat organisasi pada tanggal 10 agustus 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_158_q2" + }, + { + "type": "opsi", + "question": "Rudi menghadiri ___ organisasi", + "options": ["latihan", "rapat", "pertemuan", "kelas"], + "answer": "rapat", + "id": "qa_158_q3" + } + ] + }, + { + "context": "Pada tanggal 15 Juli 2023 Budi menghadiri seminar pendidikan di Bandung", + "tokens": [ + "Pada", + "tanggal", + "15", + "Juli", + "2023", + "Budi", + "menghadiri", + "seminar", + "pendidikan", + "di", + "Bandung" + ], + "ner": [ + "O", + "O", + "DATE", + "DATE", + "DATE", + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC" + ], + "srl": [ + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri seminar pendidikan di bandung", + "answer": "Budi", + "id": "qa_159_q1" + }, + { + "type": "true_false", + "question": "Budi menghadiri seminar pendidikan pada tanggal 15 juli 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_159_q2" + }, + { + "type": "opsi", + "question": "Budi menghadiri ___ pendidikan", + "options": ["latihan", "seminar", "pertemuan", "kelas"], + "answer": "seminar", + "id": "qa_159_q3" + } + ] + }, + { + "context": "Kemarin Budi telah menghadiri kompetisi robotik di Yogyakarta pada tanggal 1 Januari 2024", + "tokens": [ + "Kemarin", + "Budi", + "telah", + "menghadiri", + "kompetisi", + "robotik", + "di", + "Yogyakarta", + "pada", + "tanggal", + "1", + "Januari", + "2024" + ], + "ner": [ + "O", + "PER", + "O", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "O", + "ARG0", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri kompetisi robotik di yogyakarta", + "answer": "Budi", + "id": "qa_160_q1" + }, + { + "type": "true_false", + "question": "Budi menghadiri kompetisi robotik pada tanggal 1 januari 2024 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_160_q2" + }, + { + "type": "opsi", + "question": "Budi menghadiri ___ robotik", + "options": ["latihan", "kompetisi", "pertemuan", "kelas"], + "answer": "kompetisi", + "id": "qa_160_q3" + } + ] + }, + { + "context": "Raka akan menghadiri rapat organisasi di Surabaya pada tanggal 5 Mei 2023", + "tokens": [ + "Raka", + "akan", + "menghadiri", + "rapat", + "organisasi", + "di", + "Surabaya", + "pada", + "tanggal", + "5", + "Mei", + "2023" + ], + "ner": [ + "PER", + "O", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri rapat organisasi di surabaya", + "answer": "Raka", + "id": "qa_161_q1" + }, + { + "type": "true_false", + "question": "Raka menghadiri rapat organisasi pada tanggal 5 mei 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_161_q2" + }, + { + "type": "opsi", + "question": "Raka menghadiri ___ organisasi", + "options": ["latihan", "rapat", "pertemuan", "kelas"], + "answer": "rapat", + "id": "qa_161_q3" + } + ] + }, + { + "context": "Kemarin Hana telah menghadiri turnamen catur di Yogyakarta pada tanggal 15 Juli 2023", + "tokens": [ + "Kemarin", + "Hana", + "telah", + "menghadiri", + "turnamen", + "catur", + "di", + "Yogyakarta", + "pada", + "tanggal", + "15", + "Juli", + "2023" + ], + "ner": [ + "O", + "PER", + "O", + "O", + "EVENT", + "EVENT", + "O", + "LOC", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "O", + "ARG0", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri turnamen catur di yogyakarta", + "answer": "Hana", + "id": "qa_162_q1" + }, + { + "type": "true_false", + "question": "Hana menghadiri turnamen catur pada tanggal 15 juli 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_162_q2" + }, + { + "type": "opsi", + "question": "Hana menghadiri ___ catur", + "options": ["latihan", "turnamen", "pertemuan", "kelas"], + "answer": "turnamen", + "id": "qa_162_q3" + } + ] + }, + { + "context": "Pada tanggal 25 Desember 2023 Farhan menghadiri bazar amal di Bali", + "tokens": [ + "Pada", + "tanggal", + "25", + "Desember", + "2023", + "Farhan", + "menghadiri", + "bazar", + "amal", + "di", + "Bali" + ], + "ner": [ + "O", + "O", + "DATE", + "DATE", + "DATE", + "PER", + "O", + "EVENT", + "EVENT", + "O", + "LOC" + ], + "srl": [ + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "___ menghadiri bazar amal di bali", + "answer": "Farhan", + "id": "qa_163_q1" + }, + { + "type": "true_false", + "question": "Farhan menghadiri bazar amal pada tanggal 25 desember 2023 ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_163_q2" + }, + { + "type": "opsi", + "question": "Farhan menghadiri ___ amal", + "options": ["latihan", "bazar", "pertemuan", "kelas"], + "answer": "bazar", + "id": "qa_163_q3" + } + ] + }, + { + "context": "Surabaya adalah kota pahlawan yang terletak di Jawa Timur", + "tokens": [ + "Surabaya", + "adalah", + "kota", + "pahlawan", + "yang", + "terletak", + "di", + "Jawa", + "Timur" + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "___ adalah kota pahlawan yang terletak di jawa timur", + "answer": "Surabaya", + "id": "qa_164_q1" + } + ] + }, + { + "context": "Banyak orang menyebut Yogyakarta sebagai kota pelajar yang kaya akan budaya", + "tokens": [ + "Banyak", + "orang", + "menyebut", + "Yogyakarta", + "sebagai", + "kota", + "pelajar", + "yang", + "kaya", + "akan", + "budaya" + ], + "ner": ["O", "O", "O", "LOC", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "O", + "O", + "V", + "ARG0", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "___ adalah kota pelajar yang kaya akan budaya", + "answer": "Yogyakarta", + "id": "qa_165_q1" + }, + { + "type": "true_false", + "question": "Yogyakarta dikenal sebagai kota pelajar yang kaya akan budaya ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_165_q2" + }, + { + "type": "opsi", + "question": "Yogyakarta dikenal sebagai ___", + "options": [ + "kota", + "pusat teknologi", + "daerah pertanian", + "kota industri" + ], + "answer": "kota", + "id": "qa_165_q3" + } + ] + }, + { + "context": "Banyak orang menyebut Yogyakarta sebagai kota pelajar yang kaya akan budaya", + "tokens": [ + "Banyak", + "orang", + "menyebut", + "Yogyakarta", + "sebagai", + "kota", + "pelajar", + "yang", + "kaya", + "akan", + "budaya" + ], + "ner": ["O", "O", "O", "LOC", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "O", + "O", + "V", + "ARG0", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "___ adalah kota pelajar yang kaya akan budaya", + "answer": "Yogyakarta", + "id": "qa_166_q1" + }, + { + "type": "true_false", + "question": "Yogyakarta dikenal sebagai kota pelajar yang kaya akan budaya ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_166_q2" + }, + { + "type": "opsi", + "question": "Yogyakarta dikenal sebagai ___", + "options": [ + "kota", + "pusat teknologi", + "daerah pertanian", + "kota industri" + ], + "answer": "kota", + "id": "qa_166_q3" + } + ] + }, + { + "context": "Yogyakarta adalah kota pelajar yang kaya akan budaya", + "tokens": [ + "Yogyakarta", + "adalah", + "kota", + "pelajar", + "yang", + "kaya", + "akan", + "budaya" + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG0", "V", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "___ adalah kota pelajar yang kaya akan budaya", + "answer": "Yogyakarta", + "id": "qa_167_q1" + }, + { + "type": "opsi", + "question": "Yogyakarta dikenal sebagai ___", + "options": [ + "kota", + "pusat teknologi", + "daerah pertanian", + "kota industri" + ], + "answer": "kota", + "id": "qa_167_q2" + } + ] + }, + { + "context": "Banyak orang menyebut Jakarta sebagai ibukota Indonesia dan pusat pemerintahan", + "tokens": [ + "Banyak", + "orang", + "menyebut", + "Jakarta", + "sebagai", + "ibukota", + "Indonesia", + "dan", + "pusat", + "pemerintahan" + ], + "ner": ["O", "O", "O", "LOC", "O", "O", "O", "O", "O", "O"], + "srl": ["O", "O", "V", "ARG0", "O", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "___ adalah ibukota indonesia dan pusat pemerintahan", + "answer": "Jakarta", + "id": "qa_168_q1" + }, + { + "type": "true_false", + "question": "Jakarta dikenal sebagai ibukota indonesia dan pusat pemerintahan ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_168_q2" + } + ] + }, + { + "context": "Bandung adalah kota kembang yang terkenal dengan fashion", + "tokens": [ + "Bandung", + "adalah", + "kota", + "kembang", + "yang", + "terkenal", + "dengan", + "fashion" + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG0", "V", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "___ adalah kota kembang yang terkenal dengan fashion", + "answer": "Bandung", + "id": "qa_169_q1" + } + ] + }, + { + "context": "Banyak orang menyebut Malang sebagai kota sejuk dengan banyak destinasi wisata alam", + "tokens": [ + "Banyak", + "orang", + "menyebut", + "Malang", + "sebagai", + "kota", + "sejuk", + "dengan", + "banyak", + "destinasi", + "wisata", + "alam" + ], + "ner": ["O", "O", "O", "LOC", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "O", + "O", + "V", + "ARG0", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "___ adalah kota sejuk dengan banyak destinasi wisata alam", + "answer": "Malang", + "id": "qa_170_q1" + }, + { + "type": "true_false", + "question": "Malang dikenal sebagai kota sejuk dengan banyak destinasi wisata alam ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_170_q2" + }, + { + "type": "opsi", + "question": "Malang dikenal sebagai ___", + "options": [ + "kota", + "pusat teknologi", + "daerah pertanian", + "kota industri" + ], + "answer": "kota", + "id": "qa_170_q3" + } + ] + }, + { + "context": "Banyak orang menyebut Jakarta sebagai ibukota Indonesia dan pusat pemerintahan", + "tokens": [ + "Banyak", + "orang", + "menyebut", + "Jakarta", + "sebagai", + "ibukota", + "Indonesia", + "dan", + "pusat", + "pemerintahan" + ], + "ner": ["O", "O", "O", "LOC", "O", "O", "O", "O", "O", "O"], + "srl": ["O", "O", "V", "ARG0", "O", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "___ adalah ibukota indonesia dan pusat pemerintahan", + "answer": "Jakarta", + "id": "qa_171_q1" + }, + { + "type": "true_false", + "question": "Jakarta dikenal sebagai ibukota indonesia dan pusat pemerintahan ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_171_q2" + } + ] + }, + { + "context": "Kota Bali dikenal sebagai pulau dewata yang terkenal sebagai destinasi wisata", + "tokens": [ + "Kota", + "Bali", + "dikenal", + "sebagai", + "pulau", + "dewata", + "yang", + "terkenal", + "sebagai", + "destinasi", + "wisata" + ], + "ner": ["O", "LOC", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "O", + "ARG0", + "V", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "___ adalah pulau dewata yang terkenal sebagai destinasi wisata", + "answer": "Bali", + "id": "qa_172_q1" + }, + { + "type": "true_false", + "question": "Bali dikenal sebagai pulau dewata yang terkenal sebagai destinasi wisata ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_172_q2" + } + ] + }, + { + "context": "Padang adalah kota dengan masakan rendang yang mendunia", + "tokens": [ + "Padang", + "adalah", + "kota", + "dengan", + "masakan", + "rendang", + "yang", + "mendunia" + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG0", "V", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "___ adalah kota dengan masakan rendang yang mendunia", + "answer": "Padang", + "id": "qa_173_q1" + } + ] + }, + { + "context": "Bandung adalah kota kembang yang terkenal dengan fashion", + "tokens": [ + "Bandung", + "adalah", + "kota", + "kembang", + "yang", + "terkenal", + "dengan", + "fashion" + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG0", "V", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "___ adalah kota kembang yang terkenal dengan fashion", + "answer": "Bandung", + "id": "qa_174_q1" + } + ] + }, + { + "context": "Kota Malang dikenal sebagai kota sejuk dengan banyak destinasi wisata alam", + "tokens": [ + "Kota", + "Malang", + "dikenal", + "sebagai", + "kota", + "sejuk", + "dengan", + "banyak", + "destinasi", + "wisata", + "alam" + ], + "ner": ["O", "LOC", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "O", + "ARG0", + "V", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "___ adalah kota sejuk dengan banyak destinasi wisata alam", + "answer": "Malang", + "id": "qa_175_q1" + }, + { + "type": "true_false", + "question": "Malang dikenal sebagai kota sejuk dengan banyak destinasi wisata alam ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_175_q2" + } + ] + }, + { + "context": "Bandung adalah kota kembang yang terkenal dengan fashion", + "tokens": [ + "Bandung", + "adalah", + "kota", + "kembang", + "yang", + "terkenal", + "dengan", + "fashion" + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG0", "V", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "___ adalah kota kembang yang terkenal dengan fashion", + "answer": "Bandung", + "id": "qa_176_q1" + }, + { + "type": "opsi", + "question": "Bandung dikenal sebagai ___", + "options": [ + "kota", + "pusat teknologi", + "daerah pertanian", + "kota industri" + ], + "answer": "kota", + "id": "qa_176_q2" + } + ] + }, + { + "context": "Banyak orang menyebut Malang sebagai kota sejuk dengan banyak destinasi wisata alam", + "tokens": [ + "Banyak", + "orang", + "menyebut", + "Malang", + "sebagai", + "kota", + "sejuk", + "dengan", + "banyak", + "destinasi", + "wisata", + "alam" + ], + "ner": ["O", "O", "O", "LOC", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "O", + "O", + "V", + "ARG0", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "___ adalah kota sejuk dengan banyak destinasi wisata alam", + "answer": "Malang", + "id": "qa_177_q1" + }, + { + "type": "true_false", + "question": "Malang dikenal sebagai kota sejuk dengan banyak destinasi wisata alam ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_177_q2" + } + ] + }, + { + "context": "Yogyakarta adalah kota pelajar yang kaya akan budaya", + "tokens": [ + "Yogyakarta", + "adalah", + "kota", + "pelajar", + "yang", + "kaya", + "akan", + "budaya" + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG0", "V", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "___ adalah kota pelajar yang kaya akan budaya", + "answer": "Yogyakarta", + "id": "qa_178_q1" + } + ] + }, + { + "context": "Banyak orang menyebut Bandung sebagai kota kembang yang terkenal dengan fashion", + "tokens": [ + "Banyak", + "orang", + "menyebut", + "Bandung", + "sebagai", + "kota", + "kembang", + "yang", + "terkenal", + "dengan", + "fashion" + ], + "ner": ["O", "O", "O", "LOC", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "O", + "O", + "V", + "ARG0", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "___ adalah kota kembang yang terkenal dengan fashion", + "answer": "Bandung", + "id": "qa_179_q1" + }, + { + "type": "true_false", + "question": "Bandung dikenal sebagai kota kembang yang terkenal dengan fashion ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_179_q2" + } + ] + }, + { + "context": "Jakarta adalah ibukota Indonesia dan pusat pemerintahan", + "tokens": [ + "Jakarta", + "adalah", + "ibukota", + "Indonesia", + "dan", + "pusat", + "pemerintahan" + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG0", "V", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "___ adalah ibukota indonesia dan pusat pemerintahan", + "answer": "Jakarta", + "id": "qa_180_q1" + }, + { + "type": "opsi", + "question": "Jakarta dikenal sebagai ___", + "options": [ + "ibukota", + "pusat teknologi", + "daerah pertanian", + "kota industri" + ], + "answer": "ibukota", + "id": "qa_180_q2" + } + ] + }, + { + "context": "Banyak orang menyebut Surabaya sebagai kota pahlawan yang terletak di Jawa Timur", + "tokens": [ + "Banyak", + "orang", + "menyebut", + "Surabaya", + "sebagai", + "kota", + "pahlawan", + "yang", + "terletak", + "di", + "Jawa", + "Timur" + ], + "ner": ["O", "O", "O", "LOC", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "O", + "O", + "V", + "ARG0", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "___ adalah kota pahlawan yang terletak di jawa timur", + "answer": "Surabaya", + "id": "qa_181_q1" + }, + { + "type": "true_false", + "question": "Surabaya dikenal sebagai kota pahlawan yang terletak di jawa timur ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_181_q2" + }, + { + "type": "opsi", + "question": "Surabaya dikenal sebagai ___", + "options": [ + "kota", + "pusat teknologi", + "daerah pertanian", + "kota industri" + ], + "answer": "kota", + "id": "qa_181_q3" + } + ] + }, + { + "context": "Makassar adalah kota pelabuhan utama di Indonesia Timur", + "tokens": [ + "Makassar", + "adalah", + "kota", + "pelabuhan", + "utama", + "di", + "Indonesia", + "Timur" + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG0", "V", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "___ adalah kota pelabuhan utama di indonesia timur", + "answer": "Makassar", + "id": "qa_182_q1" + }, + { + "type": "opsi", + "question": "Makassar dikenal sebagai ___", + "options": [ + "kota", + "pusat teknologi", + "daerah pertanian", + "kota industri" + ], + "answer": "kota", + "id": "qa_182_q2" + } + ] + }, + { + "context": "Banyak orang menyebut Medan sebagai kota besar di Pulau Sumatra dengan kuliner khas", + "tokens": [ + "Banyak", + "orang", + "menyebut", + "Medan", + "sebagai", + "kota", + "besar", + "di", + "Pulau", + "Sumatra", + "dengan", + "kuliner", + "khas" + ], + "ner": ["O", "O", "O", "LOC", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "O", + "O", + "V", + "ARG0", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "___ adalah kota besar di pulau sumatra dengan kuliner khas", + "answer": "Medan", + "id": "qa_183_q1" + }, + { + "type": "true_false", + "question": "Medan dikenal sebagai kota besar di pulau sumatra dengan kuliner khas ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_183_q2" + } + ] + }, + { + "context": "pada tanggal 17 agustus 1945 indonesia memproklamasikan kemerdekaannya oleh ir. soekarno dan drs. mohammad hatta", + "tokens": [ + "pada", + "tanggal", + "17", + "agustus", + "1945", + "indonesia", + "memproklamasikan", + "kemerdekaannya", + "oleh", + "ir.", + "soekarno", + "dan", + "drs.", + "mohammad", + "hatta" + ], + "ner": [ + "O", + "O", + "DATE", + "DATE", + "DATE", + "LOC", + "O", + "O", + "O", + "PER", + "PER", + "O", + "PER", + "PER", + "PER" + ], + "srl": [ + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARG0", + "V", + "ARG1", + "O", + "ARG0", + "ARG0", + "O", + "ARG0", + "ARG0", + "ARG0" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan indonesia memproklamasikan kemerdekaannya ___", + "answer": "17 agustus 1945", + "id": "qa_184_q1" + }, + { + "type": "isian", + "question": "Siapa yang memproklamasikan kemerdekaan indonesia ___", + "answer": "ir. soekarno dan drs. mohammad hatta", + "id": "qa_184_q2" + } + ] + }, + { + "context": "pada 28 oktober 1928 para pemuda indonesia mengikrarkan sumpah pemuda", + "tokens": [ + "pada", + "28", + "oktober", + "1928", + "para", + "pemuda", + "indonesia", + "mengikrarkan", + "sumpah", + "pemuda" + ], + "ner": [ + "O", + "DATE", + "DATE", + "DATE", + "O", + "ETH", + "LOC", + "O", + "EVENT", + "EVENT" + ], + "srl": [ + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARG0", + "ARGM-LOC", + "V", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan sumpah pemuda diikrarkan ___", + "answer": "28 oktober 1928", + "id": "qa_185_q1" + }, + { + "type": "isian", + "question": "Apa isi sumpah pemuda ___", + "answer": "satu nusa, satu bangsa, dan satu bahasa indonesia", + "id": "qa_185_q2" + } + ] + }, + { + "context": "fotosintesis adalah proses tumbuhan hijau mengubah energi cahaya menjadi energi kimia di kloroplas", + "tokens": [ + "fotosintesis", + "adalah", + "proses", + "tumbuhan", + "hijau", + "mengubah", + "energi", + "cahaya", + "menjadi", + "energi", + "kimia", + "di", + "kloroplas" + ], + "ner": [ + "EVENT", + "O", + "O", + "ORG", + "ORG", + "O", + "MATERIAL", + "MATERIAL", + "O", + "MATERIAL", + "MATERIAL", + "O", + "LOC" + ], + "srl": [ + "ARG1", + "O", + "O", + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "V", + "ARG2", + "ARG2", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana proses fotosintesis berlangsung ___", + "answer": "di kloroplas", + "id": "qa_186_q1" + }, + { + "type": "isian", + "question": "Apa yang diubah dalam proses fotosintesis ___", + "answer": "energi cahaya menjadi energi kimia", + "id": "qa_186_q2" + } + ] + }, + { + "context": "pembelahan mitosis berfungsi untuk pertumbuhan dan perbaikan sel sedangkan meiosis untuk pembentukan gamet", + "tokens": [ + "pembelahan", + "mitosis", + "berfungsi", + "untuk", + "pertumbuhan", + "dan", + "perbaikan", + "sel", + "sedangkan", + "meiosis", + "untuk", + "pembentukan", + "gamet" + ], + "ner": [ + "EVENT", + "EVENT", + "O", + "O", + "EVENT", + "O", + "EVENT", + "ORG", + "O", + "EVENT", + "O", + "EVENT", + "EVENT" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "ARG2", + "O", + "ARG2", + "ARG0", + "O", + "ARG1", + "O", + "ARG2", + "ARG2" + ], + "qas": [ + { + "type": "isian", + "question": "Apa fungsi pembelahan mitosis ___", + "answer": "untuk pertumbuhan dan perbaikan sel", + "id": "qa_187_q1" + }, + { + "type": "isian", + "question": "Pembelahan sel apa yang menghasilkan gamet ___", + "answer": "meiosis", + "id": "qa_187_q2" + } + ] + }, + { + "context": "magnet dapat menarik benda logam seperti besi baja nikel dan kobalt", + "tokens": [ + "magnet", + "dapat", + "menarik", + "benda", + "logam", + "seperti", + "besi", + "baja", + "nikel", + "dan", + "kobalt" + ], + "ner": [ + "MATERIAL", + "O", + "O", + "O", + "MATERIAL", + "O", + "MATERIAL", + "MATERIAL", + "MATERIAL", + "O", + "MATERIAL" + ], + "srl": [ + "ARG0", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "Benda apa saja yang dapat ditarik oleh magnet ___", + "answer": "besi, baja, nikel, dan kobalt", + "id": "qa_188_q1" + } + ] + }, + { + "context": "proklamasi kemerdekaan indonesia dilakukan di jalan pegangsaan timur nomor 56 jakarta", + "tokens": [ + "proklamasi", + "kemerdekaan", + "indonesia", + "dilakukan", + "di", + "jalan", + "pegangsaan", + "timur", + "nomor", + "56", + "jakarta" + ], + "ner": [ + "EVENT", + "EVENT", + "LOC", + "O", + "O", + "LOC", + "LOC", + "LOC", + "LOC", + "LOC", + "LOC" + ], + "srl": [ + "ARG1", + "ARG1", + "ARG0", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana proklamasi kemerdekaan indonesia dilaksanakan ___", + "answer": "jalan pegangsaan timur nomor 56 jakarta", + "id": "qa_189_q1" + } + ] + }, + { + "context": "ginjal berfungsi menyaring darah yang mengandung zat sisa metabolisme dan menghasilkan urine", + "tokens": [ + "ginjal", + "berfungsi", + "menyaring", + "darah", + "yang", + "mengandung", + "zat", + "sisa", + "metabolisme", + "dan", + "menghasilkan", + "urine" + ], + "ner": [ + "ORG", + "O", + "O", + "O", + "O", + "O", + "MATERIAL", + "O", + "O", + "O", + "O", + "MATERIAL" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "Apa fungsi ginjal ___", + "answer": "menyaring darah menghasilkan urine", + "id": "qa_190_q1" + } + ] + }, + { + "context": "paru-paru berfungsi sebagai organ ekskresi yang mengeluarkan sisa metabolisme berupa karbon dioksida dan uap air", + "tokens": [ + "paru-paru", + "berfungsi", + "sebagai", + "organ", + "ekskresi", + "yang", + "mengeluarkan", + "sisa", + "metabolisme", + "berupa", + "karbon", + "dioksida", + "dan", + "uap", + "air" + ], + "ner": [ + "ORG", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "MATERIAL", + "MATERIAL", + "O", + "MATERIAL", + "MATERIAL" + ], + "srl": [ + "ARG0", + "V", + "ARGM-MOD", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "Apa fungsi paru-paru dalam sistem ekskresi ___", + "answer": "mengeluarkan karbon dioksida uap air", + "id": "qa_191_q1" + } + ] + }, + { + "context": "hati berfungsi menetralisir racun dan menghasilkan getah empedu", + "tokens": [ + "hati", + "berfungsi", + "menetralisir", + "racun", + "dan", + "menghasilkan", + "getah", + "empedu" + ], + "ner": ["ORG", "O", "O", "MATERIAL", "O", "O", "MATERIAL", "MATERIAL"], + "srl": ["ARG0", "V", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "type": "isian", + "question": "Apa fungsi hati ___", + "answer": "menetralisir racun menghasilkan getah empedu", + "id": "qa_192_q1" + } + ] + }, + { + "context": "teknologi ramah lingkungan memanfaatkan sumber daya alam yang dapat diperbarui dan tidak menghasilkan limbah berbahaya", + "tokens": [ + "teknologi", + "ramah", + "lingkungan", + "memanfaatkan", + "sumber", + "daya", + "alam", + "yang", + "dapat", + "diperbarui", + "dan", + "tidak", + "menghasilkan", + "limbah", + "berbahaya" + ], + "ner": [ + "ORG", + "ORG", + "ORG", + "O", + "O", + "O", + "MATERIAL", + "O", + "O", + "O", + "O", + "O", + "O", + "MATERIAL", + "MATERIAL" + ], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARGM-NEG", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "Apa itu teknologi ramah lingkungan ___", + "answer": "teknologi yang memanfaatkan sumber daya alam terbarukan tidak menghasilkan limbah berbahaya", + "id": "qa_193_q1" + } + ] + }, + { + "context": "penerapan bioteknologi dapat menimbulkan dampak negatif seperti polusi gen dan menyingkirkan plasma nutfah", + "tokens": [ + "penerapan", + "bioteknologi", + "dapat", + "menimbulkan", + "dampak", + "negatif", + "seperti", + "polusi", + "gen", + "dan", + "menyingkirkan", + "plasma", + "nutfah" + ], + "ner": [ + "O", + "ORG", + "O", + "O", + "O", + "O", + "O", + "O", + "MATERIAL", + "O", + "O", + "O", + "MATERIAL" + ], + "srl": [ + "ARG0", + "ARG0", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "O", + "ARG2", + "ARG2", + "ARG2" + ], + "qas": [ + { + "type": "isian", + "question": "Sebutkan dampak negatif penerapan bioteknologi ___", + "answer": "polusi gen penyingkiran plasma nutfah", + "id": "qa_194_q1" + } + ] + }, + { + "context": "pembentukan urine terjadi di ginjal melalui filtrasi reabsorpsi dan augmentasi", + "tokens": [ + "pembentukan", + "urine", + "terjadi", + "di", + "ginjal", + "melalui", + "filtrasi", + "reabsorpsi", + "dan", + "augmentasi" + ], + "ner": [ + "EVENT", + "MATERIAL", + "O", + "O", + "ORG", + "O", + "EVENT", + "EVENT", + "O", + "EVENT" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-MOD", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "Di mana dan bagaimana proses pembentukan urine terjadi ___", + "answer": "di ginjal melalui filtrasi reabsorpsi augmentasi", + "id": "qa_195_q1" + } + ] + }, + { + "context": "sistem ekskresi pada manusia terdiri dari ginjal , kulit , paru-paru , dan hati untuk membuang sisa metabolisme", + "tokens": [ + "sistem", + "ekskresi", + "pada", + "manusia", + "terdiri", + "dari", + "ginjal", + ",", + "kulit", + ",", + "paru-paru", + ",", + "dan", + "hati", + "untuk", + "membuang", + "sisa", + "metabolisme" + ], + "ner": [ + "O", + "O", + "O", + "O", + "O", + "O", + "ORG", + "O", + "ORG", + "O", + "ORG", + "O", + "O", + "ORG", + "O", + "O", + "O", + "O" + ], + "srl": [ + "ARG0", + "ARG0", + "ARGM-LOC", + "ARG0", + "V", + "O", + "ARG1", + "O", + "ARG1", + "O", + "ARG1", + "O", + "ARG1", + "ARG1", + "ARGM-PURP", + "V", + "ARG2", + "ARG2" + ], + "qas": [ + { + "type": "isian", + "question": "Apa saja organ ekskresi pada manusia ___", + "answer": "ginjal kulit paru-paru hati", + "id": "qa_196_q1" + }, + { + "type": "true_false", + "question": "Ginjal adalah bagian dari sistem ekskresi manusia ___", + "options": ["true", "false"], + "answer": "true", + "id": "qa_196_q2" + } + ] + }, + { + "context": "jantung memompa darah untuk mengedarkan oksigen dan zat makanan ke seluruh tubuh", + "tokens": [ + "jantung", + "memompa", + "darah", + "untuk", + "mengedarkan", + "oksigen", + "dan", + "zat", + "makanan", + "ke", + "seluruh", + "tubuh" + ], + "ner": [ + "ORG", + "O", + "O", + "O", + "O", + "MATERIAL", + "O", + "O", + "MATERIAL", + "O", + "O", + "O" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARGM-PURP", + "V", + "ARG2", + "O", + "ARG2", + "ARG2", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Apa fungsi utama sistem peredaran darah ___", + "answer": "mengedarkan oksigen zat makanan ke seluruh tubuh", + "id": "qa_197_q1" + }, + { + "type": "isian", + "question": "Organ apa yang berperan penting dalam sistem peredaran darah ___", + "answer": "jantung", + "id": "qa_197_q2" + } + ] + }, + { + "context": "masa reformasi diawali dengan mundurnya presiden soeharto pada 21 mei 1998 dan dilanjutkan dengan sidang istimewa mpr 1998", + "tokens": [ + "masa", + "reformasi", + "diawali", + "dengan", + "mundurnya", + "presiden", + "soeharto", + "pada", + "21", + "mei", + "1998", + "dan", + "dilanjutkan", + "dengan", + "sidang", + "istimewa", + "mpr", + "1998" + ], + "ner": [ + "O", + "O", + "O", + "O", + "O", + "PER", + "PER", + "O", + "DATE", + "DATE", + "DATE", + "O", + "O", + "O", + "EVENT", + "EVENT", + "ORG", + "DATE" + ], + "srl": [ + "ARGM-TMP", + "ARG0", + "V", + "O", + "V", + "ARG1", + "ARG1", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "V", + "O", + "ARG1", + "ARG1", + "ARG0", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan masa reformasi di indonesia dimulai ___", + "answer": "21 mei 1998", + "id": "qa_198_q1" + }, + { + "type": "isian", + "question": "Apa peristiwa politik penting pada masa reformasi ___", + "answer": "sidang istimewa mpr 1998", + "id": "qa_198_q2" + } + ] + }, + { + "context": "sistem pencernaan manusia terdiri dari mulut , kerongkongan , lambung , usus halus , usus besar , dan anus", + "tokens": [ + "sistem", + "pencernaan", + "manusia", + "terdiri", + "dari", + "mulut", + ",", + "kerongkongan", + ",", + "lambung", + ",", + "usus", + "halus", + ",", + "usus", + "besar", + ",", + "dan", + "anus" + ], + "ner": [ + "O", + "O", + "O", + "O", + "O", + "ORG", + "O", + "ORG", + "O", + "ORG", + "O", + "ORG", + "ORG", + "O", + "ORG", + "ORG", + "O", + "O", + "ORG" + ], + "srl": [ + "ARG0", + "ARG1", + "ARG1", + "V", + "O", + "ARG1", + "O", + "ARG1", + "O", + "ARG1", + "O", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "O", + "O", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "Apa saja organ pencernaan manusia ___", + "answer": "mulut kerongkongan lambung usus halus usus besar anus", + "id": "qa_199_q1" + }, + { + "type": "isian", + "question": "Di mana proses penyerapan zat makanan terjadi ___", + "answer": "di usus halus", + "id": "qa_199_q2" + } + ] + }, + { + "context": "proses pernapasan melibatkan inspirasi dan ekspirasi melalui organ pernapasan seperti hidung , faring , laring , trakea , dan paru-paru", + "tokens": [ + "proses", + "pernapasan", + "melibatkan", + "inspirasi", + "dan", + "ekspirasi", + "melalui", + "organ", + "pernapasan", + "seperti", + "hidung", + ",", + "faring", + ",", + "laring", + ",", + "trakea", + ",", + "dan", + "paru-paru" + ], + "ner": [ + "O", + "O", + "O", + "EVENT", + "O", + "EVENT", + "O", + "O", + "O", + "O", + "ORG", + "O", + "ORG", + "O", + "ORG", + "O", + "ORG", + "O", + "O", + "ORG" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "ARG1", + "O", + "ARG1", + "ARGM-MNR", + "ARG1", + "ARG1", + "ARGM-MNR", + "ARG1", + "O", + "ARG1", + "O", + "ARG1", + "O", + "ARG1", + "O", + "O", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "Apa saja organ pernapasan manusia ___", + "answer": "hidung faring laring trakea paru-paru", + "id": "qa_200_q1" + }, + { + "type": "isian", + "question": "Sebutkan proses dalam pernapasan ___", + "answer": "inspirasi ekspirasi", + "id": "qa_200_q2" + } + ] + }, + { + "context": "alat optik yang digunakan sehari-hari antara lain kacamata , kamera , dan mikroskop", + "tokens": [ + "alat", + "optik", + "yang", + "digunakan", + "sehari-hari", + "antara", + "lain", + "kacamata", + ",", + "kamera", + ",", + "dan", + "mikroskop" + ], + "ner": [ + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "ORG", + "O", + "ORG", + "O", + "O", + "ORG" + ], + "srl": [ + "ARG0", + "ARG1", + "O", + "V", + "ARG1", + "O", + "O", + "ARG1", + "O", + "ARG1", + "O", + "O", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "Apa saja contoh alat optik dalam kehidupan sehari-hari ___", + "answer": "kacamata kamera mikroskop", + "id": "qa_201_q1" + }, + { + "type": "isian", + "question": "Apa fungsi kacamata ___", + "answer": "membantu penglihatan", + "id": "qa_201_q2" + } + ] + }, + { + "context": "pengangkutan air dan mineral pada tumbuhan dilakukan oleh xilem , sedangkan hasil fotosintesis diangkut oleh floem", + "tokens": [ + "pengangkutan", + "air", + "dan", + "mineral", + "pada", + "tumbuhan", + "dilakukan", + "oleh", + "xilem", + ",", + "sedangkan", + "hasil", + "fotosintesis", + "diangkut", + "oleh", + "floem" + ], + "ner": [ + "O", + "MATERIAL", + "O", + "MATERIAL", + "O", + "ORG", + "O", + "O", + "ORG", + "O", + "O", + "O", + "EVENT", + "O", + "O", + "ORG" + ], + "srl": [ + "ARG1", + "ARG2", + "O", + "ARG2", + "ARGM-LOC", + "ARG0", + "V", + "O", + "ARG1", + "O", + "O", + "ARG1", + "ARG2", + "V", + "O", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "Apa fungsi pembuluh xilem pada tumbuhan ___", + "answer": "mengangkut air mineral", + "id": "qa_202_q1" + }, + { + "type": "isian", + "question": "Apa fungsi pembuluh floem pada tumbuhan ___", + "answer": "mengangkut hasil fotosintesis", + "id": "qa_202_q2" + } + ] + }, + { + "context": "getaran dan gelombang digunakan dalam teknologi seperti radio , televisi , dan telepon seluler", + "tokens": [ + "getaran", + "dan", + "gelombang", + "digunakan", + "dalam", + "teknologi", + "seperti", + "radio", + ",", + "televisi", + ",", + "dan", + "telepon", + "seluler" + ], + "ner": [ + "O", + "O", + "O", + "O", + "O", + "ORG", + "O", + "ORG", + "O", + "ORG", + "O", + "O", + "ORG", + "MATERIAL" + ], + "srl": [ + "ARG1", + "O", + "ARG1", + "V", + "ARGM-LOC", + "ARG1", + "O", + "ARG1", + "O", + "ARG1", + "O", + "O", + "ARG1", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "Apa saja contoh pemanfaatan getaran dan gelombang ___", + "answer": "radio televisi telepon seluler", + "id": "qa_203_q1" + } + ] + }, + { + "context": "fotosintesis terjadi di daun dengan bantuan klorofil dan cahaya matahari menghasilkan glukosa dan oksigen", + "tokens": [ + "fotosintesis", + "terjadi", + "di", + "daun", + "dengan", + "bantuan", + "klorofil", + "dan", + "cahaya", + "matahari", + "menghasilkan", + "glukosa", + "dan", + "oksigen" + ], + "ner": [ + "EVENT", + "O", + "O", + "ORG", + "O", + "O", + "MATERIAL", + "O", + "MATERIAL", + "MATERIAL", + "O", + "MATERIAL", + "O", + "MATERIAL" + ], + "srl": [ + "ARG1", + "V", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-MNR", + "ARG1", + "ARG2", + "O", + "ARG3", + "ARG3", + "V", + "ARG2", + "O", + "ARG2" + ], + "qas": [ + { + "type": "isian", + "question": "Di mana proses fotosintesis berlangsung ___", + "answer": "di daun kloroplas", + "id": "qa_204_q1" + }, + { + "type": "isian", + "question": "Apa hasil dari fotosintesis ___", + "answer": "glukosa oksigen", + "id": "qa_204_q2" + } + ] + }, + { + "context": "gangguan pernapasan antara lain asma , bronkitis , emfisema , dan tuberkulosis", + "tokens": [ + "gangguan", + "pernapasan", + "antara", + "lain", + "asma", + ",", + "bronkitis", + ",", + "emfisema", + ",", + "dan", + "tuberkulosis" + ], + "ner": [ + "O", + "O", + "O", + "O", + "MATERIAL", + "O", + "MATERIAL", + "O", + "MATERIAL", + "O", + "O", + "MATERIAL" + ], + "srl": [ + "ARG1", + "ARG1", + "O", + "O", + "ARG1", + "O", + "ARG1", + "O", + "ARG1", + "O", + "O", + "ARG1" + ], + "qas": [ + { + "type": "isian", + "question": "Sebutkan contoh gangguan pada sistem pernapasan ___", + "answer": "asma bronkitis emfisema tuberkulosis", + "id": "qa_205_q1" + }, + { + "type": "isian", + "question": "Apa penyebab penyakit asma ___", + "answer": "penyempitan saluran pernapasan", + "id": "qa_205_q2" + } + ] + }, + { + "context": "mohammad hatta lahir di bukittinggi pada 12 agustus 1902", + "tokens": [ + "mohammad", + "hatta", + "lahir", + "di", + "bukittinggi", + "pada", + "12", + "agustus", + "1902" + ], + "ner": ["PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Mohammad hatta lahir di ___", + "answer": "bukittinggi", + "id": "qa_206_q1" + } + ] + }, + { + "context": "bung tomo lahir di surabaya pada 3 oktober 1920", + "tokens": [ + "bung", + "tomo", + "lahir", + "di", + "surabaya", + "pada", + "3", + "oktober", + "1920" + ], + "ner": ["PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Bung tomo lahir di ___", + "answer": "surabaya", + "id": "qa_207_q1" + } + ] + }, + { + "context": "i gusti ngurah rai gugur pada 18 november 1946 di bali", + "tokens": [ + "i", + "gusti", + "ngurah", + "rai", + "gugur", + "pada", + "18", + "november", + "1946", + "di", + "bali" + ], + "ner": [ + "PER", + "PER", + "PER", + "PER", + "O", + "O", + "DATE", + "DATE", + "DATE", + "O", + "LOC" + ], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "I gusti ngurah rai gugur di ___", + "answer": "bali", + "id": "qa_208_q1" + } + ] + }, + { + "context": "cut nyak dien wafat pada 8 november 1908", + "tokens": ["cut", "nyak", "dien", "wafat", "pada", "8", "november", "1908"], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Cut nyak dien wafat pada ___", + "answer": "8 november 1908", + "id": "qa_209_q1" + } + ] + }, + { + "context": "teuku umar lahir di meulaboh pada tahun 1854", + "tokens": [ + "teuku", + "umar", + "lahir", + "di", + "meulaboh", + "pada", + "tahun", + "1854" + ], + "ner": ["PER", "PER", "O", "O", "LOC", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "ARGM-LOC", "O", "O", "ARGM-TMP"], + "qas": [ + { + "type": "isian", + "question": "Teuku umar lahir di ___", + "answer": "meulaboh", + "id": "qa_210_q1" + } + ] + }, + { + "context": "wahidin sudirohusodo lahir di sleman pada 7 januari 1852", + "tokens": [ + "wahidin", + "sudirohusodo", + "lahir", + "di", + "sleman", + "pada", + "7", + "januari", + "1852" + ], + "ner": ["PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Wahidin sudirohusodo lahir di ___", + "answer": "sleman", + "id": "qa_211_q1" + } + ] + }, + { + "context": "sultan mahmud badaruddin ii lahir di palembang pada tahun 1767", + "tokens": [ + "sultan", + "mahmud", + "badaruddin", + "ii", + "lahir", + "di", + "palembang", + "pada", + "tahun", + "1767" + ], + "ner": ["PER", "PER", "PER", "PER", "O", "O", "LOC", "O", "O", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "O", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Sultan mahmud badaruddin ii lahir di ___", + "answer": "palembang", + "id": "qa_212_q1" + } + ] + }, + { + "context": "kh ahmad dahlan lahir di yogyakarta pada 1 agustus 1868", + "tokens": [ + "kh", + "ahmad", + "dahlan", + "lahir", + "di", + "yogyakarta", + "pada", + "1", + "agustus", + "1868" + ], + "ner": ["PER", "PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Kh ahmad dahlan lahir di ___", + "answer": "yogyakarta", + "id": "qa_213_q1" + } + ] + }, + { + "context": "kh hasyim asy'ari lahir di jombang pada 14 februari 1871", + "tokens": [ + "kh", + "hasyim", + "asy'ari", + "lahir", + "di", + "jombang", + "pada", + "14", + "februari", + "1871" + ], + "ner": ["PER", "PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Kh hasyim asy'ari lahir di ___", + "answer": "jombang", + "id": "qa_214_q1" + } + ] + }, + { + "context": "sultan ageng tirtayasa lahir di banten pada tahun 1631", + "tokens": [ + "sultan", + "ageng", + "tirtayasa", + "lahir", + "di", + "banten", + "pada", + "tahun", + "1631" + ], + "ner": ["PER", "PER", "PER", "O", "O", "LOC", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "ARG0", "V", "O", "ARGM-LOC", "O", "O", "ARGM-TMP"], + "qas": [ + { + "type": "isian", + "question": "Sultan ageng tirtayasa lahir di ___", + "answer": "banten", + "id": "qa_215_q1" + } + ] + }, + { + "context": "sultan hasanuddin lahir di makassar pada tahun 1631", + "tokens": [ + "sultan", + "hasanuddin", + "lahir", + "di", + "makassar", + "pada", + "tahun", + "1631" + ], + "ner": ["PER", "PER", "O", "O", "LOC", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "ARGM-LOC", "O", "O", "ARGM-TMP"], + "qas": [ + { + "type": "isian", + "question": "Sultan hasanuddin lahir di ___", + "answer": "makassar", + "id": "qa_216_q1" + } + ] + }, + { + "context": "pattimura lahir di haria pada 8 juni 1783", + "tokens": [ + "pattimura", + "lahir", + "di", + "haria", + "pada", + "8", + "juni", + "1783" + ], + "ner": ["PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Pattimura lahir di ___", + "answer": "haria", + "id": "qa_217_q1" + } + ] + }, + { + "context": "pangeran diponegoro lahir di yogyakarta pada 11 november 1785", + "tokens": [ + "pangeran", + "diponegoro", + "lahir", + "di", + "yogyakarta", + "pada", + "11", + "november", + "1785" + ], + "ner": ["PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Pangeran diponegoro lahir di ___", + "answer": "yogyakarta", + "id": "qa_218_q1" + } + ] + }, + { + "context": "sentot alibasya prawirodirjo lahir di yogyakarta pada tahun 1807", + "tokens": [ + "sentot", + "alibasya", + "prawirodirjo", + "lahir", + "di", + "yogyakarta", + "pada", + "tahun", + "1807" + ], + "ner": ["PER", "PER", "PER", "O", "O", "LOC", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "ARG0", "V", "O", "ARGM-LOC", "O", "O", "ARGM-TMP"], + "qas": [ + { + "type": "isian", + "question": "Sentot alibasya prawirodirjo lahir di ___", + "answer": "yogyakarta", + "id": "qa_219_q1" + } + ] + }, + { + "context": "dr. cipto mangunkusumo lahir di pecangaan pada 4 maret 1886", + "tokens": [ + "dr.", + "cipto", + "mangunkusumo", + "lahir", + "di", + "pecangaan", + "pada", + "4", + "maret", + "1886" + ], + "ner": ["PER", "PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Cipto mangunkusumo lahir di ___", + "answer": "pecangaan", + "id": "qa_220_q1" + } + ] + }, + { + "context": "ernest douwes dekker lahir di pasuruan pada 8 oktober 1879", + "tokens": [ + "ernest", + "douwes", + "dekker", + "lahir", + "di", + "pasuruan", + "pada", + "8", + "oktober", + "1879" + ], + "ner": ["PER", "PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Ernest douwes dekker lahir di ___", + "answer": "pasuruan", + "id": "qa_221_q1" + } + ] + }, + { + "context": "mohammad hatta lahir pada 12 agustus 1902", + "tokens": ["mohammad", "hatta", "lahir", "pada", "12", "agustus", "1902"], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "ARGM-TMP", "ARGM-TMP", "ARGM-TMP"], + "qas": [ + { + "type": "isian", + "question": "Mohammad hatta lahir pada ___", + "answer": "12 agustus 1902", + "id": "qa_222_q1" + }, + { + "type": "isian", + "question": "Mohammad hatta lahir tanggal berapa ___", + "answer": "12 agustus 1902", + "id": "qa_222_q2" + } + ] + }, + { + "context": "bung tomo lahir pada 3 oktober 1920", + "tokens": ["bung", "tomo", "lahir", "pada", "3", "oktober", "1920"], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "ARGM-TMP", "ARGM-TMP", "ARGM-TMP"], + "qas": [ + { + "type": "isian", + "question": "Bung tomo lahir pada ___", + "answer": "3 oktober 1920", + "id": "qa_223_q1" + }, + { + "type": "isian", + "question": "Bung tomo lahir tanggal berapa ___", + "answer": "3 oktober 1920", + "id": "qa_223_q2" + } + ] + }, + { + "context": "cut nyak dien wafat pada 8 november 1908", + "tokens": ["cut", "nyak", "dien", "wafat", "pada", "8", "november", "1908"], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Cut nyak dien wafat pada ___", + "answer": "8 november 1908", + "id": "qa_224_q1" + }, + { + "type": "isian", + "question": "Cut nyak dien wafat tanggal berapa ___", + "answer": "8 november 1908", + "id": "qa_224_q2" + } + ] + }, + { + "context": "mohammad hatta lahir di bukittinggi pada 12 agustus 1902", + "tokens": [ + "mohammad", + "hatta", + "lahir", + "di", + "bukittinggi", + "pada", + "12", + "agustus", + "1902" + ], + "ner": ["PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Mohammad hatta lahir di ___", + "answer": "bukittinggi", + "id": "qa_225_q1" + }, + { + "type": "isian", + "question": "Mohammad hatta lahir pada ___", + "answer": "12 agustus 1902", + "id": "qa_225_q2" + }, + { + "type": "isian", + "question": "Mohammad hatta lahir tanggal berapa ___", + "answer": "12 agustus 1902", + "id": "qa_225_q3" + } + ] + }, + { + "context": "bung tomo lahir di surabaya pada 3 oktober 1920", + "tokens": [ + "bung", + "tomo", + "lahir", + "di", + "surabaya", + "pada", + "3", + "oktober", + "1920" + ], + "ner": ["PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Bung tomo lahir di ___", + "answer": "surabaya", + "id": "qa_226_q1" + }, + { + "type": "isian", + "question": "Bung tomo lahir pada ___", + "answer": "3 oktober 1920", + "id": "qa_226_q2" + }, + { + "type": "isian", + "question": "Bung tomo lahir tanggal berapa ___", + "answer": "3 oktober 1920", + "id": "qa_226_q3" + } + ] + }, + { + "context": "i gusti ngurah rai lahir di bali pada 18 november 1946", + "tokens": [ + "i", + "gusti", + "ngurah", + "rai", + "lahir", + "di", + "bali", + "pada", + "18", + "november", + "1946" + ], + "ner": [ + "PER", + "PER", + "PER", + "PER", + "O", + "O", + "LOC", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "I gusti ngurah rai lahir di ___", + "answer": "bali", + "id": "qa_227_q1" + }, + { + "type": "isian", + "question": "I gusti ngurah rai lahir pada ___", + "answer": "18 november 1946", + "id": "qa_227_q2" + }, + { + "type": "isian", + "question": "I gusti ngurah rai lahir tanggal berapa ___", + "answer": "18 november 1946", + "id": "qa_227_q3" + } + ] + }, + { + "context": "cut nyak dien lahir di aceh pada 8 november 1908", + "tokens": [ + "cut", + "nyak", + "dien", + "lahir", + "di", + "aceh", + "pada", + "8", + "november", + "1908" + ], + "ner": ["PER", "PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Cut nyak dien lahir di ___", + "answer": "aceh", + "id": "qa_228_q1" + }, + { + "type": "isian", + "question": "Cut nyak dien lahir pada ___", + "answer": "8 november 1908", + "id": "qa_228_q2" + }, + { + "type": "isian", + "question": "Cut nyak dien lahir tanggal berapa ___", + "answer": "8 november 1908", + "id": "qa_228_q3" + } + ] + }, + { + "context": "teuku umar lahir di meulaboh pada 1854", + "tokens": ["teuku", "umar", "lahir", "di", "meulaboh", "pada", "1854"], + "ner": ["PER", "PER", "O", "O", "LOC", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "ARGM-LOC", "O", "ARGM-TMP"], + "qas": [ + { + "type": "isian", + "question": "Teuku umar lahir di ___", + "answer": "meulaboh", + "id": "qa_229_q1" + }, + { + "type": "isian", + "question": "Teuku umar lahir pada ___", + "answer": "1854", + "id": "qa_229_q2" + }, + { + "type": "isian", + "question": "Teuku umar lahir tanggal berapa ___", + "answer": "1854", + "id": "qa_229_q3" + } + ] + }, + { + "context": "wahidin sudirohusodo lahir di sleman yogyakarta pada 7 januari 1852", + "tokens": [ + "wahidin", + "sudirohusodo", + "lahir", + "di", + "sleman", + "yogyakarta", + "pada", + "7", + "januari", + "1852" + ], + "ner": ["PER", "PER", "O", "O", "LOC", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Wahidin sudirohusodo lahir di ___", + "answer": "sleman yogyakarta", + "id": "qa_230_q1" + }, + { + "type": "isian", + "question": "Wahidin sudirohusodo lahir pada ___", + "answer": "7 januari 1852", + "id": "qa_230_q2" + }, + { + "type": "isian", + "question": "Wahidin sudirohusodo lahir tanggal berapa ___", + "answer": "7 januari 1852", + "id": "qa_230_q3" + } + ] + }, + { + "context": "sultan mahmud badaruddin ii lahir di palembang pada 1767", + "tokens": [ + "sultan", + "mahmud", + "badaruddin", + "ii", + "lahir", + "di", + "palembang", + "pada", + "1767" + ], + "ner": ["PER", "PER", "PER", "PER", "O", "O", "LOC", "O", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Sultan mahmud badaruddin ii lahir di ___", + "answer": "palembang", + "id": "qa_231_q1" + }, + { + "type": "isian", + "question": "Sultan mahmud badaruddin ii lahir pada ___", + "answer": "1767", + "id": "qa_231_q2" + }, + { + "type": "isian", + "question": "Sultan mahmud badaruddin ii lahir tanggal berapa ___", + "answer": "1767", + "id": "qa_231_q3" + } + ] + }, + { + "context": "kh ahmad dahlan lahir di yogyakarta pada 1 agustus 1868", + "tokens": [ + "kh", + "ahmad", + "dahlan", + "lahir", + "di", + "yogyakarta", + "pada", + "1", + "agustus", + "1868" + ], + "ner": ["PER", "PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Kh ahmad dahlan lahir di ___", + "answer": "yogyakarta", + "id": "qa_232_q1" + }, + { + "type": "isian", + "question": "Kh ahmad dahlan lahir pada ___", + "answer": "1 agustus 1868", + "id": "qa_232_q2" + }, + { + "type": "isian", + "question": "Kh ahmad dahlan lahir tanggal berapa ___", + "answer": "1 agustus 1868", + "id": "qa_232_q3" + } + ] + }, + { + "context": "kh hasyim asy'ari lahir di jombang pada 14 februari 1871", + "tokens": [ + "kh", + "hasyim", + "asy'ari", + "lahir", + "di", + "jombang", + "pada", + "14", + "februari", + "1871" + ], + "ner": ["PER", "PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Kh hasyim asy'ari lahir di ___", + "answer": "jombang", + "id": "qa_233_q1" + }, + { + "type": "isian", + "question": "Kh hasyim asy'ari lahir pada ___", + "answer": "14 februari 1871", + "id": "qa_233_q2" + }, + { + "type": "isian", + "question": "Kh hasyim asy'ari lahir tanggal berapa ___", + "answer": "14 februari 1871", + "id": "qa_233_q3" + } + ] + }, + { + "context": "sultan ageng tirtayasa lahir di banten pada 1631", + "tokens": [ + "sultan", + "ageng", + "tirtayasa", + "lahir", + "di", + "banten", + "pada", + "1631" + ], + "ner": ["PER", "PER", "PER", "O", "O", "LOC", "O", "DATE"], + "srl": ["ARG0", "ARG0", "ARG0", "V", "O", "ARGM-LOC", "O", "ARGM-TMP"], + "qas": [ + { + "type": "isian", + "question": "Sultan ageng tirtayasa lahir di ___", + "answer": "banten", + "id": "qa_234_q1" + }, + { + "type": "isian", + "question": "Sultan ageng tirtayasa lahir pada ___", + "answer": "1631", + "id": "qa_234_q2" + }, + { + "type": "isian", + "question": "Sultan ageng tirtayasa lahir tanggal berapa ___", + "answer": "1631", + "id": "qa_234_q3" + } + ] + }, + { + "context": "sultan hasanuddin lahir di makassar pada 1631", + "tokens": [ + "sultan", + "hasanuddin", + "lahir", + "di", + "makassar", + "pada", + "1631" + ], + "ner": ["PER", "PER", "O", "O", "LOC", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "ARGM-LOC", "O", "ARGM-TMP"], + "qas": [ + { + "type": "isian", + "question": "Sultan hasanuddin lahir di ___", + "answer": "makassar", + "id": "qa_235_q1" + }, + { + "type": "isian", + "question": "Sultan hasanuddin lahir pada ___", + "answer": "1631", + "id": "qa_235_q2" + }, + { + "type": "isian", + "question": "Sultan hasanuddin lahir tanggal berapa ___", + "answer": "1631", + "id": "qa_235_q3" + } + ] + }, + { + "context": "pattimura lahir di haria pada 8 juni 1783", + "tokens": [ + "pattimura", + "lahir", + "di", + "haria", + "pada", + "8", + "juni", + "1783" + ], + "ner": ["PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Pattimura lahir di ___", + "answer": "haria", + "id": "qa_236_q1" + }, + { + "type": "isian", + "question": "Pattimura lahir pada ___", + "answer": "8 juni 1783", + "id": "qa_236_q2" + }, + { + "type": "isian", + "question": "Pattimura lahir tanggal berapa ___", + "answer": "8 juni 1783", + "id": "qa_236_q3" + } + ] + }, + { + "context": "pangeran diponegoro lahir di yogyakarta pada 11 november 1785", + "tokens": [ + "pangeran", + "diponegoro", + "lahir", + "di", + "yogyakarta", + "pada", + "11", + "november", + "1785" + ], + "ner": ["PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Pangeran diponegoro lahir di ___", + "answer": "yogyakarta", + "id": "qa_237_q1" + }, + { + "type": "isian", + "question": "Pangeran diponegoro lahir pada ___", + "answer": "11 november 1785", + "id": "qa_237_q2" + }, + { + "type": "isian", + "question": "Pangeran diponegoro lahir tanggal berapa ___", + "answer": "11 november 1785", + "id": "qa_237_q3" + } + ] + }, + { + "context": "sentot alibasya prawirodirjo lahir di yogyakarta pada 1807", + "tokens": [ + "sentot", + "alibasya", + "prawirodirjo", + "lahir", + "di", + "yogyakarta", + "pada", + "1807" + ], + "ner": ["PER", "PER", "PER", "O", "O", "LOC", "O", "DATE"], + "srl": ["ARG0", "ARG0", "ARG0", "V", "O", "ARGM-LOC", "O", "ARGM-TMP"], + "qas": [ + { + "type": "isian", + "question": "Sentot alibasya prawirodirjo lahir di ___", + "answer": "yogyakarta", + "id": "qa_238_q1" + }, + { + "type": "isian", + "question": "Sentot alibasya prawirodirjo lahir pada ___", + "answer": "1807", + "id": "qa_238_q2" + }, + { + "type": "isian", + "question": "Sentot alibasya prawirodirjo lahir tanggal berapa ___", + "answer": "1807", + "id": "qa_238_q3" + } + ] + }, + { + "context": "dr. cipto mangunkusumo lahir di pecangaan jepara pada 4 maret 1886", + "tokens": [ + "dr.", + "cipto", + "mangunkusumo", + "lahir", + "di", + "pecangaan", + "jepara", + "pada", + "4", + "maret", + "1886" + ], + "ner": [ + "PER", + "PER", + "PER", + "O", + "O", + "LOC", + "LOC", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Dr. cipto mangunkusumo lahir di ___", + "answer": "pecangaan jepara", + "id": "qa_239_q1" + }, + { + "type": "isian", + "question": "Dr. cipto mangunkusumo lahir pada ___", + "answer": "4 maret 1886", + "id": "qa_239_q2" + }, + { + "type": "isian", + "question": "Dr. cipto mangunkusumo lahir tanggal berapa ___", + "answer": "4 maret 1886", + "id": "qa_239_q3" + } + ] + }, + { + "context": "ernest douwes dekker lahir di pasuruan pada 8 oktober 1879", + "tokens": [ + "ernest", + "douwes", + "dekker", + "lahir", + "di", + "pasuruan", + "pada", + "8", + "oktober", + "1879" + ], + "ner": ["PER", "PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Ernest douwes dekker lahir di ___", + "answer": "pasuruan", + "id": "qa_240_q1" + }, + { + "type": "isian", + "question": "Ernest douwes dekker lahir pada ___", + "answer": "8 oktober 1879", + "id": "qa_240_q2" + }, + { + "type": "isian", + "question": "Ernest douwes dekker lahir tanggal berapa ___", + "answer": "8 oktober 1879", + "id": "qa_240_q3" + } + ] + }, + { + "context": "sultan mahmud badaruddin ii lahir di palembang pada 1767", + "tokens": [ + "sultan", + "mahmud", + "badaruddin", + "ii", + "lahir", + "di", + "palembang", + "pada", + "1767" + ], + "ner": ["PER", "PER", "PER", "PER", "O", "O", "LOC", "O", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Sultan mahmud badaruddin ii lahir di ___", + "answer": "palembang", + "id": "qa_241_q1" + }, + { + "type": "isian", + "question": "Sultan mahmud badaruddin ii lahir pada ___", + "answer": "1767", + "id": "qa_241_q2" + }, + { + "type": "isian", + "question": "Sultan mahmud badaruddin ii lahir tanggal berapa ___", + "answer": "1767", + "id": "qa_241_q3" + } + ] + }, + { + "context": "wahidin sudirohusodo lahir di sleman yogyakarta pada 7 januari 1852", + "tokens": [ + "wahidin", + "sudirohusodo", + "lahir", + "di", + "sleman", + "yogyakarta", + "pada", + "7", + "januari", + "1852" + ], + "ner": ["PER", "PER", "O", "O", "LOC", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Wahidin sudirohusodo lahir di ___", + "answer": "sleman yogyakarta", + "id": "qa_242_q1" + }, + { + "type": "isian", + "question": "Wahidin sudirohusodo lahir pada ___", + "answer": "7 januari 1852", + "id": "qa_242_q2" + }, + { + "type": "isian", + "question": "Wahidin sudirohusodo lahir tanggal berapa ___", + "answer": "7 januari 1852", + "id": "qa_242_q3" + } + ] + }, + { + "context": "dr. cipto mangunkusumo lahir di pecangaan jepara pada 4 maret 1886", + "tokens": [ + "dr.", + "cipto", + "mangunkusumo", + "lahir", + "di", + "pecangaan", + "jepara", + "pada", + "4", + "maret", + "1886" + ], + "ner": [ + "PER", + "PER", + "PER", + "O", + "O", + "LOC", + "LOC", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Dr. cipto mangunkusumo lahir di ___", + "answer": "pecangaan jepara", + "id": "qa_243_q1" + }, + { + "type": "isian", + "question": "Dr. cipto mangunkusumo lahir pada ___", + "answer": "4 maret 1886", + "id": "qa_243_q2" + }, + { + "type": "isian", + "question": "Dr. cipto mangunkusumo lahir tanggal berapa ___", + "answer": "4 maret 1886", + "id": "qa_243_q3" + } + ] + }, + { + "context": "ernest douwes dekker lahir di pasuruan pada 8 oktober 1879", + "tokens": [ + "ernest", + "douwes", + "dekker", + "lahir", + "di", + "pasuruan", + "pada", + "8", + "oktober", + "1879" + ], + "ner": ["PER", "PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Ernest douwes dekker lahir di ___", + "answer": "pasuruan", + "id": "qa_244_q1" + }, + { + "type": "isian", + "question": "Ernest douwes dekker lahir pada ___", + "answer": "8 oktober 1879", + "id": "qa_244_q2" + }, + { + "type": "isian", + "question": "Ernest douwes dekker lahir tanggal berapa ___", + "answer": "8 oktober 1879", + "id": "qa_244_q3" + } + ] + }, + { + "context": "kh mas mansur lahir di surabaya pada 25 juni 1896", + "tokens": [ + "kh", + "mas", + "mansur", + "lahir", + "di", + "surabaya", + "pada", + "25", + "juni", + "1896" + ], + "ner": ["PER", "PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Kh mas mansur lahir di ___", + "answer": "surabaya", + "id": "qa_245_q1" + }, + { + "type": "isian", + "question": "Kh mas mansur lahir pada ___", + "answer": "25 juni 1896", + "id": "qa_245_q2" + }, + { + "type": "isian", + "question": "Kh mas mansur lahir tanggal berapa ___", + "answer": "25 juni 1896", + "id": "qa_245_q3" + } + ] + }, + { + "context": "sutan sjahrir lahir di padang panjang sumatera barat pada 5 maret 1909", + "tokens": [ + "sutan", + "sjahrir", + "lahir", + "di", + "padang", + "panjang", + "sumatera", + "barat", + "pada", + "5", + "maret", + "1909" + ], + "ner": [ + "PER", + "PER", + "O", + "O", + "LOC", + "LOC", + "LOC", + "LOC", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Sutan sjahrir lahir di ___", + "answer": "padang panjang sumatera barat", + "id": "qa_246_q1" + }, + { + "type": "isian", + "question": "Sutan sjahrir lahir pada ___", + "answer": "5 maret 1909", + "id": "qa_246_q2" + }, + { + "type": "isian", + "question": "Sutan sjahrir lahir tanggal berapa ___", + "answer": "5 maret 1909", + "id": "qa_246_q3" + } + ] + }, + { + "context": "abdul muis lahir di sungai puar sumatera barat pada 3 juli 1886", + "tokens": [ + "abdul", + "muis", + "lahir", + "di", + "sungai", + "puar", + "sumatera", + "barat", + "pada", + "3", + "juli", + "1886" + ], + "ner": [ + "PER", + "PER", + "O", + "O", + "LOC", + "LOC", + "LOC", + "LOC", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Abdul muis lahir di ___", + "answer": "sungai puar sumatera barat", + "id": "qa_247_q1" + }, + { + "type": "isian", + "question": "Abdul muis lahir pada ___", + "answer": "3 juli 1886", + "id": "qa_247_q2" + }, + { + "type": "isian", + "question": "Abdul muis lahir tanggal berapa ___", + "answer": "3 juli 1886", + "id": "qa_247_q3" + } + ] + }, + { + "context": "otto iskandardinata lahir di bandung pada 31 maret 1897", + "tokens": [ + "otto", + "iskandardinata", + "lahir", + "di", + "bandung", + "pada", + "31", + "maret", + "1897" + ], + "ner": ["PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Otto iskandardinata lahir di ___", + "answer": "bandung", + "id": "qa_248_q1" + }, + { + "type": "isian", + "question": "Otto iskandardinata lahir pada ___", + "answer": "31 maret 1897", + "id": "qa_248_q2" + }, + { + "type": "isian", + "question": "Otto iskandardinata lahir tanggal berapa ___", + "answer": "31 maret 1897", + "id": "qa_248_q3" + } + ] + }, + { + "context": "abikusno tjokrosujoso lahir di pekalongan pada 8 februari 1897", + "tokens": [ + "abikusno", + "tjokrosujoso", + "lahir", + "di", + "pekalongan", + "pada", + "8", + "februari", + "1897" + ], + "ner": ["PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Abikusno tjokrosujoso lahir di ___", + "answer": "pekalongan", + "id": "qa_249_q1" + }, + { + "type": "isian", + "question": "Abikusno tjokrosujoso lahir pada ___", + "answer": "8 februari 1897", + "id": "qa_249_q2" + }, + { + "type": "isian", + "question": "Abikusno tjokrosujoso lahir tanggal berapa ___", + "answer": "8 februari 1897", + "id": "qa_249_q3" + } + ] + }, + { + "context": "wahid hasyim lahir di jombang pada 1 juni 1914", + "tokens": [ + "wahid", + "hasyim", + "lahir", + "di", + "jombang", + "pada", + "1", + "juni", + "1914" + ], + "ner": ["PER", "PER", "O", "O", "LOC", "O", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Wahid hasyim lahir di ___", + "answer": "jombang", + "id": "qa_250_q1" + }, + { + "type": "isian", + "question": "Wahid hasyim lahir pada ___", + "answer": "1 juni 1914", + "id": "qa_250_q2" + }, + { + "type": "isian", + "question": "Wahid hasyim lahir tanggal berapa ___", + "answer": "1 juni 1914", + "id": "qa_250_q3" + } + ] + }, + { + "context": "BPUPKI didirikan pada 1 Maret 1945 oleh pemerintah Jepang .", + "tokens": [ + "BPUPKI", + "didirikan", + "pada", + "1", + "Maret", + "1945", + "oleh", + "pemerintah", + "Jepang", + "." + ], + "ner": ["ORG", "O", "O", "DATE", "DATE", "DATE", "O", "O", "ORG", "O"], + "srl": [ + "ARG1", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan bpupki didirikan ___", + "answer": "1 Maret 1945", + "id": "qa_251_q1" + } + ] + }, + { + "context": "PPKI dibentuk pada 7 Agustus 1945 diketuai oleh Ir. Soekarno .", + "tokens": [ + "PPKI", + "dibentuk", + "pada", + "7", + "Agustus", + "1945", + "diketuai", + "oleh", + "Ir.", + "Soekarno", + "." + ], + "ner": [ + "ORG", + "O", + "O", + "DATE", + "DATE", + "DATE", + "O", + "O", + "PER", + "PER", + "O" + ], + "srl": [ + "ARG1", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "V", + "O", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa ketua ppki ___", + "answer": "Ir. Soekarno", + "id": "qa_252_q1" + } + ] + }, + { + "context": "Nahdlatul Ulama didirikan pada 31 Januari 1926 di Surabaya oleh KH Hasyim Asy’ari .", + "tokens": [ + "Nahdlatul", + "Ulama", + "didirikan", + "pada", + "31", + "Januari", + "1926", + "di", + "Surabaya", + "oleh", + "KH", + "Hasyim", + "Asy’ari", + "." + ], + "ner": [ + "ORG", + "ORG", + "O", + "O", + "DATE", + "DATE", + "DATE", + "O", + "LOC", + "O", + "PER", + "PER", + "PER", + "O" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC", + "O", + "ARG0", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa pendiri nahdlatul ulama ___", + "answer": "KH Hasyim Asy’ari", + "id": "qa_253_q1" + }, + { + "type": "isian", + "question": "Kapan nahdlatul ulama didirikan ___", + "answer": "31 Januari 1926", + "id": "qa_253_q2" + } + ] + }, + { + "context": "Jong Islamieten Bond didirikan pada tahun 1925 oleh pemuda Islam .", + "tokens": [ + "Jong", + "Islamieten", + "Bond", + "didirikan", + "pada", + "tahun", + "1925", + "oleh", + "pemuda", + "Islam", + "." + ], + "ner": ["ORG", "ORG", "ORG", "O", "O", "O", "DATE", "O", "PER", "ETH", "O"], + "srl": [ + "ARG1", + "ARG1", + "ARG1", + "V", + "O", + "O", + "ARGM-TMP", + "O", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan jong islamieten bond didirikan ___", + "answer": "1925", + "id": "qa_254_q1" + }, + { + "type": "isian", + "question": "Siapa pendiri jong islamieten bond ___", + "answer": "pemuda Islam", + "id": "qa_254_q2" + } + ] + }, + { + "context": "Muhammadiyah berdiri pada 18 November 1912 di Yogyakarta oleh KH Ahmad Dahlan .", + "tokens": [ + "Muhammadiyah", + "berdiri", + "pada", + "18", + "November", + "1912", + "di", + "Yogyakarta", + "oleh", + "KH", + "Ahmad", + "Dahlan", + "." + ], + "ner": [ + "ORG", + "O", + "O", + "DATE", + "DATE", + "DATE", + "O", + "LOC", + "O", + "PER", + "PER", + "PER", + "O" + ], + "srl": [ + "ARG1", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC", + "O", + "ARG0", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan muhammadiyah berdiri ___", + "answer": "18 November 1912", + "id": "qa_255_q1" + }, + { + "type": "isian", + "question": "Siapa pendiri muhammadiyah ___", + "answer": "KH Ahmad Dahlan", + "id": "qa_255_q2" + } + ] + }, + { + "context": "Indonesia Muda didirikan pada 31 Desember 1930 di Surakarta .", + "tokens": [ + "Indonesia", + "Muda", + "didirikan", + "pada", + "31", + "Desember", + "1930", + "di", + "Surakarta", + "." + ], + "ner": ["ORG", "ORG", "O", "O", "DATE", "DATE", "DATE", "O", "LOC", "O"], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Di mana indonesia muda didirikan ___", + "answer": "Surakarta", + "id": "qa_256_q1" + }, + { + "type": "isian", + "question": "Kapan indonesia muda didirikan ___", + "answer": "31 Desember 1930", + "id": "qa_256_q2" + } + ] + }, + { + "context": "Jong Islamieten Bond didirikan pada tahun 1925 oleh pemuda Islam .", + "tokens": [ + "Jong", + "Islamieten", + "Bond", + "didirikan", + "pada", + "tahun", + "1925", + "oleh", + "pemuda", + "Islam", + "." + ], + "ner": ["ORG", "ORG", "ORG", "O", "O", "O", "DATE", "O", "PER", "ETH", "O"], + "srl": [ + "ARG1", + "ARG1", + "ARG1", + "V", + "O", + "O", + "ARGM-TMP", + "O", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan jong islamieten bond didirikan ___", + "answer": "1925", + "id": "qa_257_q1" + }, + { + "type": "isian", + "question": "Siapa pendiri jong islamieten bond ___", + "answer": "pemuda Islam", + "id": "qa_257_q2" + } + ] + }, + { + "context": "Perhimpunan Indonesia berperan besar dalam memperjuangkan kemerdekaan di kancah internasional di B Belanda .", + "tokens": [ + "Perhimpunan", + "Indonesia", + "berperan", + "besar", + "dalam", + "memperjuangkan", + "kemerdekaan", + "di", + "kancah", + "internasional", + "di", + "B", + "Belanda", + "." + ], + "ner": [ + "ORG", + "ORG", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARGM-MNR", + "O", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-LOC", + "O", + "O", + "ARGM-LOC", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Di mana perhimpunan indonesia berperan besar ___", + "answer": "Belanda", + "id": "qa_258_q1" + } + ] + }, + { + "context": "Partai Nasional Indonesia didirikan pada 4 Juli 1927 oleh Ir. Soekarno .", + "tokens": [ + "Partai", + "Nasional", + "Indonesia", + "didirikan", + "pada", + "4", + "Juli", + "1927", + "oleh", + "Ir.", + "Soekarno", + "." + ], + "ner": [ + "ORG", + "ORG", + "ORG", + "O", + "O", + "DATE", + "DATE", + "DATE", + "O", + "PER", + "PER", + "O" + ], + "srl": [ + "ARG1", + "ARG1", + "ARG1", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa pendiri partai nasional indonesia ___", + "answer": "Ir. Soekarno", + "id": "qa_259_q1" + }, + { + "type": "isian", + "question": "Kapan partai nasional indonesia didirikan ___", + "answer": "4 Juli 1927", + "id": "qa_259_q2" + } + ] + }, + { + "context": "Budi Utomo didirikan pada 20 Mei 1908 di Jakarta.", + "tokens": [ + "Budi", + "Utomo", + "didirikan", + "pada", + "20", + "Mei", + "1908", + "di", + "Jakarta", + "." + ], + "ner": ["ORG", "ORG", "O", "O", "DATE", "DATE", "DATE", "O", "LOC", "O"], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan budi utomo didirikan ___", + "answer": "20 Mei 1908", + "id": "qa_318_q1" + } + ] + }, + { + "context": "Sarekat Islam berdiri pada tahun 1911 dipelopori oleh KH Samanhudi.", + "tokens": [ + "Sarekat", + "Islam", + "berdiri", + "pada", + "tahun", + "1911", + "dipelopori", + "oleh", + "KH", + "Samanhudi", + "." + ], + "ner": ["ORG", "ORG", "O", "O", "O", "DATE", "O", "O", "PER", "PER", "O"], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "O", + "ARGM-TMP", + "V", + "O", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa tokoh pendiri sarekat islam ___", + "answer": "KH Samanhudi", + "id": "qa_319_q1" + } + ] + }, + { + "context": "BPUPKI didirikan pada 1 Maret 1945 oleh pemerintah Jepang.", + "tokens": [ + "BPUPKI", + "didirikan", + "pada", + "1", + "Maret", + "1945", + "oleh", + "pemerintah", + "Jepang", + "." + ], + "ner": ["ORG", "O", "O", "DATE", "DATE", "DATE", "O", "O", "ORG", "O"], + "srl": [ + "ARG1", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan bpupki didirikan ___", + "answer": "1 Maret 1945", + "id": "qa_320_q1" + } + ] + }, + { + "context": "PPKI dibentuk pada 7 Agustus 1945 diketuai oleh Ir. Soekarno.", + "tokens": [ + "PPKI", + "dibentuk", + "pada", + "7", + "Agustus", + "1945", + "diketuai", + "oleh", + "Ir.", + "Soekarno", + "." + ], + "ner": [ + "ORG", + "O", + "O", + "DATE", + "DATE", + "DATE", + "O", + "O", + "PER", + "PER", + "O" + ], + "srl": [ + "ARG1", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "V", + "O", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa ketua ppki ___", + "answer": "Ir. Soekarno", + "id": "qa_321_q1" + } + ] + }, + { + "context": "VOC didirikan pada 1602 oleh Belanda dan dibubarkan pada 31 Desember 1799.", + "tokens": [ + "VOC", + "didirikan", + "pada", + "1602", + "oleh", + "Belanda", + "dan", + "dibubarkan", + "pada", + "31", + "Desember", + "1799", + "." + ], + "ner": [ + "ORG", + "O", + "O", + "DATE", + "O", + "LOC", + "O", + "O", + "O", + "DATE", + "DATE", + "DATE", + "O" + ], + "srl": [ + "ARG1", + "V", + "O", + "ARGM-TMP", + "O", + "ARG0", + "O", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan voc dibubarkan ___", + "answer": "31 Desember 1799", + "id": "qa_322_q1" + } + ] + }, + { + "context": "Budi Utomo didirikan pada 20 Mei 1908 di Jakarta.", + "tokens": [ + "Budi", + "Utomo", + "didirikan", + "pada", + "20", + "Mei", + "1908", + "di", + "Jakarta", + "." + ], + "ner": ["ORG", "ORG", "O", "O", "DATE", "DATE", "DATE", "O", "LOC", "O"], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan budi utomo didirikan ___", + "answer": "20 Mei 1908", + "id": "qa_323_q1" + } + ] + }, + { + "context": "Sarekat Islam berdiri pada tahun 1911 dipelopori oleh KH Samanhudi.", + "tokens": [ + "Sarekat", + "Islam", + "berdiri", + "pada", + "tahun", + "1911", + "dipelopori", + "oleh", + "KH", + "Samanhudi", + "." + ], + "ner": ["ORG", "ORG", "O", "O", "O", "DATE", "O", "O", "PER", "PER", "O"], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "O", + "ARGM-TMP", + "V", + "O", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa tokoh pendiri sarekat islam ___", + "answer": "KH Samanhudi", + "id": "qa_324_q1" + } + ] + }, + { + "context": "Nahdlatul Ulama didirikan pada 31 Januari 1926 di Surabaya oleh KH Hasyim Asy’ari.", + "tokens": [ + "Nahdlatul", + "Ulama", + "didirikan", + "pada", + "31", + "Januari", + "1926", + "di", + "Surabaya", + "oleh", + "KH", + "Hasyim", + "Asy’ari", + "." + ], + "ner": [ + "ORG", + "ORG", + "O", + "O", + "DATE", + "DATE", + "DATE", + "O", + "LOC", + "O", + "PER", + "PER", + "PER", + "O" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC", + "O", + "ARG0", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa pendiri nahdlatul ulama ___", + "answer": "KH Hasyim Asy’ari", + "id": "qa_325_q1" + }, + { + "type": "isian", + "question": "Kapan nahdlatul ulama didirikan ___", + "answer": "31 Januari 1926", + "id": "qa_325_q2" + } + ] + }, + { + "context": "Nahdlatul Ulama didirikan pada 31 Januari 1926 di Surabaya oleh KH Hasyim Asy’ari .", + "tokens": [ + "Nahdlatul", + "Ulama", + "didirikan", + "pada", + "31", + "Januari", + "1926", + "di", + "Surabaya", + "oleh", + "KH", + "Hasyim", + "Asy’ari", + "." + ], + "ner": [ + "ORG", + "ORG", + "O", + "O", + "DATE", + "DATE", + "DATE", + "O", + "LOC", + "O", + "PER", + "PER", + "PER", + "O" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC", + "O", + "ARG0", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa pendiri nahdlatul ulama ___", + "answer": "KH Hasyim Asy’ari", + "id": "qa_326_q1" + }, + { + "type": "isian", + "question": "Kapan nahdlatul ulama didirikan ___", + "answer": "31 Januari 1926", + "id": "qa_326_q2" + } + ] + }, + { + "context": "Partai Komunis Indonesia berdiri pada 23 Mei 1920 .", + "tokens": [ + "Partai", + "Komunis", + "Indonesia", + "berdiri", + "pada", + "23", + "Mei", + "1920", + "." + ], + "ner": ["ORG", "ORG", "ORG", "O", "O", "DATE", "DATE", "DATE", "O"], + "srl": [ + "ARG1", + "ARG1", + "ARG1", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan partai komunis indonesia berdiri ___", + "answer": "23 Mei 1920", + "id": "qa_349_q1" + } + ] + }, + + { + "context": "Kartini Fonds didirikan pada tahun 1912 oleh Ny. C. Th. Van Deventer .", + "tokens": [ + "Kartini", + "Fonds", + "didirikan", + "pada", + "tahun", + "1912", + "oleh", + "Ny.", + "C.", + "Th.", + "Van", + "Deventer", + "." + ], + "ner": [ + "ORG", + "ORG", + "O", + "O", + "O", + "DATE", + "O", + "PER", + "PER", + "PER", + "PER", + "PER", + "O" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "O", + "ARGM-TMP", + "O", + "ARG0", + "ARG0", + "ARG0", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa pendiri kartini fonds ___", + "answer": "Ny. C. Th. Van Deventer", + "id": "qa_351_q1" + }, + { + "type": "isian", + "question": "Kapan kartini fonds didirikan ___", + "answer": "1912", + "id": "qa_351_q2" + } + ] + }, + { + "context": "Putri Mardika didirikan pada tahun 1912 atas prakarsa Budi Utomo .", + "tokens": [ + "Putri", + "Mardika", + "didirikan", + "pada", + "tahun", + "1912", + "atas", + "prakarsa", + "Budi", + "Utomo", + "." + ], + "ner": ["ORG", "ORG", "O", "O", "O", "DATE", "O", "O", "ORG", "ORG", "O"], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "O", + "ARGM-TMP", + "O", + "O", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa pendiri putri mardika ___", + "answer": "Budi Utomo", + "id": "qa_352_q1" + }, + { + "type": "isian", + "question": "Kapan putri mardika didirikan ___", + "answer": "1912", + "id": "qa_352_q2" + } + ] + }, + { + "context": "Kartini Fonds didirikan pada tahun 1912 oleh Ny. C. Th. Van Deventer .", + "tokens": [ + "Kartini", + "Fonds", + "didirikan", + "pada", + "tahun", + "1912", + "oleh", + "Ny.", + "C.", + "Th.", + "Van", + "Deventer", + "." + ], + "ner": [ + "ORG", + "ORG", + "O", + "O", + "O", + "DATE", + "O", + "PER", + "PER", + "PER", + "PER", + "PER", + "O" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "O", + "ARGM-TMP", + "O", + "ARG0", + "ARG0", + "ARG0", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa pendiri kartini fonds ___", + "answer": "Ny. C. Th. Van Deventer", + "id": "qa_353_q1" + }, + { + "type": "isian", + "question": "Kapan kartini fonds didirikan ___", + "answer": "1912", + "id": "qa_353_q2" + } + ] + }, + { + "context": "Putri Mardika didirikan pada tahun 1912 atas prakarsa Budi Utomo .", + "tokens": [ + "Putri", + "Mardika", + "didirikan", + "pada", + "tahun", + "1912", + "atas", + "prakarsa", + "Budi", + "Utomo", + "." + ], + "ner": ["ORG", "ORG", "O", "O", "O", "DATE", "O", "O", "ORG", "ORG", "O"], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "O", + "ARGM-TMP", + "O", + "O", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa pendiri putri mardika ___", + "answer": "Budi Utomo", + "id": "qa_354_q1" + }, + { + "type": "isian", + "question": "Kapan putri mardika didirikan ___", + "answer": "1912", + "id": "qa_354_q2" + } + ] + }, + { + "context": "Partai Komunis Indonesia berdiri pada 23 Mei 1920 .", + "tokens": [ + "Partai", + "Komunis", + "Indonesia", + "berdiri", + "pada", + "23", + "Mei", + "1920", + "." + ], + "ner": ["ORG", "ORG", "ORG", "O", "O", "DATE", "DATE", "DATE", "O"], + "srl": [ + "ARG1", + "ARG1", + "ARG1", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan partai komunis indonesia berdiri ___", + "answer": "23 Mei 1920", + "id": "qa_355_q1" + } + ] + }, + { + "context": "Kerajaan Kutai dipandang sebagai kerajaan Hindu-Buddha pertama di Indonesia , terletak di Muarakaman , tepi Sungai Mahakam , Kalimantan Timur .", + "tokens": [ + "Kerajaan", + "Kutai", + "dipandang", + "sebagai", + "kerajaan", + "Hindu-Buddha", + "pertama", + "di", + "Indonesia", + ",", + "terletak", + "di", + "Muarakaman", + ",", + "tepi", + "Sungai", + "Mahakam", + ",", + "Kalimantan", + "Timur", + "." + ], + "ner": [ + "ORG", + "ORG", + "O", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O", + "O", + "O", + "LOC", + "O", + "O", + "LOC", + "LOC", + "O", + "LOC", + "LOC", + "O" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARGM-LOC", + "ARGM-LOC", + "O", + "V", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Di mana kerajaan kutai berdiri ___", + "answer": "Muarakaman Sungai Mahakam Kalimantan Timur", + "id": "qa_356_q1" + } + ] + }, + { + "context": "Sungai Mahakam memegang peranan penting sebagai jalur perdagangan yang meningkatkan perekonomian masyarakat saat itu .", + "tokens": [ + "Sungai", + "Mahakam", + "memegang", + "peranan", + "penting", + "sebagai", + "jalur", + "perdagangan", + "yang", + "meningkatkan", + "perekonomian", + "masyarakat", + "saat", + "itu", + "." + ], + "ner": [ + "LOC", + "LOC", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "ARGM-TMP", + "ARGM-TMP", + "O" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "O", + "V", + "ARG1", + "ARG1", + "ARGM-TMP", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Apa peranan sungai mahakam bagi perekonomian ___", + "answer": "jalur perdagangan", + "id": "qa_357_q1" + } + ] + }, + { + "context": "Sumber sejarah utama mengenai Kerajaan Kutai adalah prasasti Yupa , berupa batu bertulis yang berfungsi sebagai tugu peringatan upacara kurban .", + "tokens": [ + "Sumber", + "sejarah", + "utama", + "mengenai", + "Kerajaan", + "Kutai", + "adalah", + "prasasti", + "Yupa", + ",", + "berupa", + "batu", + "bertulis", + "yang", + "berfungsi", + "sebagai", + "tugu", + "peringatan", + "upacara", + "kurban", + "." + ], + "ner": [ + "O", + "O", + "O", + "O", + "ORG", + "ORG", + "O", + "EVENT", + "EVENT", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O" + ], + "srl": [ + "ARG1", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "V", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Apa sumber sejarah utama kerajaan kutai ___", + "answer": "prasasti Yupa", + "id": "qa_358_q1" + } + ] + }, + { + "context": "Yupa ini dikeluarkan pada masa pemerintahan Raja Mulawarman , ditulis dengan huruf Pallawa dan bahasa Sanskerta , diperkirakan dibuat sekitar abad ke-5 M .", + "tokens": [ + "Yupa", + "ini", + "dikeluarkan", + "pada", + "masa", + "pemerintahan", + "Raja", + "Mulawarman", + ",", + "ditulis", + "dengan", + "huruf", + "Pallawa", + "dan", + "bahasa", + "Sanskerta", + ",", + "diperkirakan", + "dibuat", + "sekitar", + "abad", + "ke-5", + "M", + "." + ], + "ner": [ + "EVENT", + "O", + "O", + "O", + "O", + "O", + "PER", + "PER", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O" + ], + "srl": [ + "ARG1", + "O", + "V", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARG0", + "ARG0", + "O", + "V", + "O", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "O", + "V", + "V", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa raja yang memerintah saat yupa dikeluarkan ___", + "answer": "Raja Mulawarman", + "id": "qa_359_q1" + }, + { + "type": "isian", + "question": "Yupa ditulis dengan huruf dan bahasa apa ___", + "answer": "Pallawa Sanskerta", + "id": "qa_359_q2" + }, + { + "type": "isian", + "question": "Kapan prasasti yupa diperkirakan dibuat ___", + "answer": "abad ke-5 M", + "id": "qa_359_q3" + } + ] + }, + { + "context": "Silsilah Kerajaan Kutai menyebutkan kakek Mulawarman bernama Kudungga , seorang penguasa lokal .", + "tokens": [ + "Silsilah", + "Kerajaan", + "Kutai", + "menyebutkan", + "kakek", + "Mulawarman", + "bernama", + "Kudungga", + ",", + "seorang", + "penguasa", + "lokal", + "." + ], + "ner": [ + "O", + "ORG", + "ORG", + "O", + "O", + "PER", + "O", + "PER", + "O", + "O", + "O", + "O", + "O" + ], + "srl": [ + "ARG1", + "ARG1", + "ARG1", + "V", + "ARG1", + "ARG1", + "V", + "ARG1", + "O", + "ARG1", + "ARG1", + "ARG1", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa nama kakek dari mulawarman ___", + "answer": "Kudungga", + "id": "qa_360_q1" + } + ] + }, + { + "context": "Putranya , Aswawarman , dianggap sebagai pendiri dinasti wangsakerta dan ayah dari Raja Mulawarman yang terkenal dermawan dan beragama Hindu-Siwa .", + "tokens": [ + "Putranya", + ",", + "Aswawarman", + ",", + "dianggap", + "sebagai", + "pendiri", + "dinasti", + "wangsakerta", + "dan", + "ayah", + "dari", + "Raja", + "Mulawarman", + "yang", + "terkenal", + "dermawan", + "dan", + "beragama", + "Hindu-Siwa", + "." + ], + "ner": [ + "O", + "O", + "PER", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "PER", + "PER", + "O", + "O", + "O", + "O", + "O", + "O", + "O" + ], + "srl": [ + "ARG0", + "O", + "ARG0", + "O", + "V", + "O", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARG1", + "O", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang dianggap sebagai pendiri dinasti kutai ___", + "answer": "Aswawarman", + "id": "qa_361_q1" + } + ] + }, + { + "context": "Raja Mulawarman bahkan mengadakan kurban emas dan 20.000 ekor lembu untuk kaum Brahmana .", + "tokens": [ + "Raja", + "Mulawarman", + "bahkan", + "mengadakan", + "kurban", + "emas", + "dan", + "20.000", + "ekor", + "lembu", + "untuk", + "kaum", + "Brahmana", + "." + ], + "ner": [ + "PER", + "PER", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O" + ], + "srl": [ + "ARG0", + "ARG0", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Berapa jumlah lembu yang dikorbankan oleh raja mulawarman ___", + "answer": "20.000", + "id": "qa_362_q1" + } + ] + }, + { + "context": "Pada masa pemerintahan Raja Mulawarman , Kutai mencapai zaman keemasan .", + "tokens": [ + "Pada", + "masa", + "pemerintahan", + "Raja", + "Mulawarman", + ",", + "Kutai", + "mencapai", + "zaman", + "keemasan", + "." + ], + "ner": ["O", "O", "O", "PER", "PER", "O", "ORG", "O", "O", "O", "O"], + "srl": [ + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARG0", + "ARG0", + "O", + "ARG1", + "V", + "ARG1", + "ARG1", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang memerintah pada zaman keemasan kutai ___", + "answer": "Raja Mulawarman", + "id": "qa_363_q1" + } + ] + }, + { + "context": "Kehidupan ekonomi berkembang pesat melalui pertanian dan perdagangan .", + "tokens": [ + "Kehidupan", + "ekonomi", + "berkembang", + "pesat", + "melalui", + "pertanian", + "dan", + "perdagangan", + "." + ], + "ner": ["O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG1", "ARG1", "V", "ARGM-MNR", "O", "ARG1", "O", "ARG1", "O"], + "qas": [ + { + "type": "isian", + "question": "Melalui apa kehidupan ekonomi berkembang pesat ___", + "answer": "pertanian perdagangan", + "id": "qa_364_q1" + } + ] + }, + { + "context": "Jalur perdagangan internasional dari India melalui Selat Makassar hingga Cina memperkuat posisi Kutai sebagai pusat perdagangan .", + "tokens": [ + "Jalur", + "perdagangan", + "internasional", + "dari", + "India", + "melalui", + "Selat", + "Makassar", + "hingga", + "Cina", + "memperkuat", + "posisi", + "Kutai", + "sebagai", + "pusat", + "perdagangan", + "." + ], + "ner": [ + "O", + "O", + "O", + "O", + "LOC", + "O", + "LOC", + "LOC", + "O", + "LOC", + "O", + "O", + "ORG", + "O", + "O", + "O", + "O" + ], + "srl": [ + "ARG1", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "O", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-LOC", + "V", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Jalur perdagangan internasional dari mana hingga mana ___", + "answer": "India Cina", + "id": "qa_365_q1" + } + ] + }, + { + "context": "Sang Mulawarman , raja yang mulia dan terkemuka , telah memberi sedekah 20.000 ekor sapi kepada para brahmana yang seperti api , bertempat di dalam tanah yang sangat suci bernama Waprakeswara .", + "tokens": [ + "Sang", + "Mulawarman", + ",", + "raja", + "yang", + "mulia", + "dan", + "terkemuka", + ",", + "telah", + "memberi", + "sedekah", + "20.000", + "ekor", + "sapi", + "kepada", + "para", + "brahmana", + "yang", + "seperti", + "api", + ",", + "bertempat", + "di", + "dalam", + "tanah", + "yang", + "sangat", + "suci", + "bernama", + "Waprakeswara", + "." + ], + "ner": [ + "O", + "PER", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O" + ], + "srl": [ + "ARG0", + "ARG0", + "O", + "ARG0", + "O", + "O", + "O", + "O", + "O", + "ARGM-MOD", + "V", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARG2", + "ARG2", + "O", + "ARG2", + "ARG2", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-LOC", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang memberi sedekah ___", + "answer": "Raja Mulawarman", + "id": "qa_366_q1" + }, + { + "type": "isian", + "question": "Berapa jumlah sapi yang diberikan oleh raja mulawarman ___", + "answer": "20.000", + "id": "qa_366_q2" + }, + { + "type": "isian", + "question": "Kepada siapa sedekah itu diberikan ___", + "answer": "para brahmana", + "id": "qa_366_q3" + }, + { + "type": "isian", + "question": "Di mana sedekah itu dilakukan ___", + "answer": "Waprakeswara", + "id": "qa_366_q4" + } + ] + }, + { + "context": "Kudungga adalah kakek Raja Mulawarman yang disebutkan dalam prasasti Yupa .", + "tokens": [ + "Kudungga", + "adalah", + "kakek", + "Raja", + "Mulawarman", + "yang", + "disebutkan", + "dalam", + "prasasti", + "Yupa", + "." + ], + "ner": [ + "PER", + "O", + "O", + "PER", + "PER", + "O", + "O", + "O", + "EVENT", + "EVENT", + "O" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "ARG1", + "O", + "V", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa nama kakek dari raja mulawarman ___", + "answer": "Kudungga", + "id": "qa_367_q1" + } + ] + }, + { + "context": "Kerajaan Kutai mengalami masa keemasan di bawah pemerintahan Raja Mulawarman .", + "tokens": [ + "Kerajaan", + "Kutai", + "mengalami", + "masa", + "keemasan", + "di", + "bawah", + "pemerintahan", + "Raja", + "Mulawarman", + "." + ], + "ner": ["ORG", "ORG", "O", "O", "O", "O", "O", "O", "PER", "PER", "O"], + "srl": [ + "ARG1", + "ARG1", + "V", + "ARGM-TMP", + "ARGM-TMP", + "O", + "O", + "ARGM-TMP", + "ARG0", + "ARG0", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan kerajaan kutai mengalami masa keemasan ___", + "answer": "pada masa Raja Mulawarman", + "id": "qa_368_q1" + } + ] + }, + { + "context": "Lokasi di tepi Sungai Mahakam memudahkan perdagangan , bahkan dengan pedagang dari India , Filipina , hingga Cina .", + "tokens": [ + "Lokasi", + "di", + "tepi", + "Sungai", + "Mahakam", + "memudahkan", + "perdagangan", + ",", + "bahkan", + "dengan", + "pedagang", + "dari", + "India", + ",", + "Filipina", + ",", + "hingga", + "Cina", + "." + ], + "ner": [ + "O", + "O", + "O", + "LOC", + "LOC", + "O", + "ARG1", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O", + "LOC", + "O", + "O", + "LOC", + "O" + ], + "srl": [ + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "V", + "ARG1", + "O", + "O", + "O", + "ARG2", + "O", + "ARG2", + "O", + "ARG2", + "O", + "O", + "ARG2", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Perdagangan kutai dilakukan dengan negara mana saja ___", + "answer": "India Filipina Cina", + "id": "qa_369_q1" + } + ] + }, + { + "context": "Prasasti Yupa menjadi sumber utama sejarah Kutai , ditulis menggunakan huruf Pallawa dan bahasa Sanskerta , yang menunjukkan pengaruh budaya India .", + "tokens": [ + "Prasasti", + "Yupa", + "menjadi", + "sumber", + "utama", + "sejarah", + "Kutai", + ",", + "ditulis", + "menggunakan", + "huruf", + "Pallawa", + "dan", + "bahasa", + "Sanskerta", + ",", + "yang", + "menunjukkan", + "pengaruh", + "budaya", + "India", + "." + ], + "ner": [ + "EVENT", + "EVENT", + "O", + "O", + "O", + "O", + "ORG", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "O", + "V", + "ARGM-MNR", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "O", + "O", + "V", + "ARG1", + "ARG1", + "ARG1", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Apa sumber utama sejarah kutai ___", + "answer": "Prasasti Yupa", + "id": "qa_370_q1" + }, + { + "type": "isian", + "question": "Huruf dan bahasa apa yang digunakan pada prasasti yupa ___", + "answer": "Pallawa Sanskerta", + "id": "qa_370_q2" + } + ] + }, + { + "context": "Sang Mulawarman , raja yang mulia dan terkemuka , telah memberi sedekah 20.000 ekor sapi kepada para Brahmana yang seperti api , bertempat di dalam tanah yang sangat suci bernama Waprakeswara", + "tokens": [ + "Sang", + "Mulawarman", + ",", + "raja", + "yang", + "mulia", + "dan", + "terkemuka", + ",", + "telah", + "memberi", + "sedekah", + "20.000", + "ekor", + "sapi", + "kepada", + "para", + "Brahmana", + "yang", + "seperti", + "api", + ",", + "bertempat", + "di", + "dalam", + "tanah", + "yang", + "sangat", + "suci", + "bernama", + "Waprakeswara" + ], + "ner": [ + "O", + "O", + "O", + "EVENT", + "O", + "O", + "O", + "O", + "O", + "PER", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "LOC", + "LOC", + "LOC", + "O", + "O", + "O", + "O", + "O", + "O", + "O" + ], + "srl": [ + "ARGM-LOC", + "O", + "O", + "ARGM-LOC", + "V", + "ARG1", + "O", + "O", + "ARG0", + "ARG0", + "O", + "ARG0", + "O", + "ARG0", + "O", + "ARG0", + "O", + "ARGM-MOD", + "V", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARG2", + "ARG2", + "O", + "ARG2", + "ARG2", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-LOC", + "ARGM-LOC", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang memberi sedekah ___", + "answer": "Raja Mulawarman", + "id": "qa_371_q1" + }, + { + "type": "isian", + "question": "Berapa jumlah sapi yang diberikan oleh raja mulawarman ___", + "answer": "20.000", + "id": "qa_371_q2" + }, + { + "type": "isian", + "question": "Kepada siapa sedekah itu diberikan ___", + "answer": "para Brahmana", + "id": "qa_371_q3" + }, + { + "type": "isian", + "question": "Di mana sedekah itu dilakukan ___", + "answer": "Waprakeswara", + "id": "qa_371_q4" + } + ] + }, + { + "context": "Prasasti Yupa menjadi sumber utama sejarah Kutai , ditulis menggunakan huruf Pallawa dan bahasa Sanskerta , yang menunjukkan pengaruh budaya India .", + "tokens": [ + "Prasasti", + "Yupa", + "menjadi", + "sumber", + "utama", + "sejarah", + "Kutai", + ",", + "ditulis", + "menggunakan", + "huruf", + "Pallawa", + "dan", + "bahasa", + "Sanskerta", + ",", + "yang", + "menunjukkan", + "pengaruh", + "budaya", + "India", + "." + ], + "ner": [ + "EVENT", + "EVENT", + "O", + "O", + "O", + "O", + "ORG", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "O", + "V", + "ARGM-MNR", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "O", + "O", + "V", + "ARG1", + "ARG1", + "ARG1", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Apa sumber utama sejarah kutai ___", + "answer": "Prasasti Yupa", + "id": "qa_372_q1" + }, + { + "type": "isian", + "question": "Huruf dan bahasa apa yang digunakan pada prasasti yupa ___", + "answer": "Pallawa Sanskerta", + "id": "qa_372_q2" + } + ] + }, + { + "context": "Sang Mulawarman , raja yang mulia dan terkemuka , telah memberi sedekah 20.000 ekor sapi kepada para Brahmana yang seperti api , bertempat di dalam tanah yang sangat suci bernama Waprakeswara", + "tokens": [ + "Sang", + "Mulawarman", + ",", + "raja", + "yang", + "mulia", + "dan", + "terkemuka", + ",", + "telah", + "memberi", + "sedekah", + "20.000", + "ekor", + "sapi", + "kepada", + "para", + "Brahmana", + "yang", + "seperti", + "api", + ",", + "bertempat", + "di", + "dalam", + "tanah", + "yang", + "sangat", + "suci", + "bernama", + "Waprakeswara" + ], + "ner": [ + "O", + "O", + "O", + "EVENT", + "O", + "O", + "O", + "O", + "O", + "PER", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "LOC", + "LOC", + "LOC", + "O", + "O", + "O", + "O", + "O", + "O", + "O" + ], + "srl": [ + "ARGM-LOC", + "O", + "O", + "ARGM-LOC", + "V", + "ARG1", + "O", + "O", + "ARG0", + "ARG0", + "O", + "ARG0", + "O", + "ARG0", + "O", + "ARG0", + "O", + "ARGM-MOD", + "V", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARG2", + "ARG2", + "O", + "ARG2", + "ARG2", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-LOC", + "ARGM-LOC", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang memberi sedekah ___", + "answer": "Raja Mulawarman", + "id": "qa_373_q1" + }, + { + "type": "isian", + "question": "Berapa jumlah sapi yang diberikan oleh raja mulawarman ___", + "answer": "20.000", + "id": "qa_373_q2" + }, + { + "type": "isian", + "question": "Kepada siapa sedekah itu diberikan ___", + "answer": "para Brahmana", + "id": "qa_373_q3" + }, + { + "type": "isian", + "question": "Di mana sedekah itu dilakukan ___", + "answer": "Waprakeswara", + "id": "qa_373_q4" + } + ] + }, + { + "context": "Kerajaan Tarumanegara mulai berkembang pada abad ke-5 M , dengan Raja Purnawarman sebagai raja yang sangat terkenal dan dikenal sebagai raja yang gagah berani , jujur , adil , dan arif dalam memerintah .", + "tokens": [ + "Kerajaan", + "Tarumanegara", + "mulai", + "berkembang", + "pada", + "abad", + "ke-5", + "M", + ",", + "dengan", + "Raja", + "Purnawarman", + "sebagai", + "raja", + "yang", + "sangat", + "terkenal", + "dan", + "dikenal", + "sebagai", + "raja", + "yang", + "gagah", + "berani", + ",", + "jujur", + ",", + "adil", + ",", + "dan", + "arif", + "dalam", + "memerintah", + "." + ], + "ner": [ + "ORG", + "ORG", + "O", + "O", + "TIME", + "TIME", + "TIME", + "TIME", + "O", + "O", + "PER", + "PER", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-MNR", + "ARG0", + "ARG0", + "ARG1", + "O", + "ARG1", + "ARG1", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "O", + "ARG1", + "O", + "ARG1", + "O", + "ARG1", + "ARG1", + "ARGM-LOC", + "V", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa raja yang terkenal pada masa tarumanegara ___", + "answer": "Raja Purnawarman", + "id": "qa_374_q1" + }, + { + "type": "isian", + "question": "Pada abad berapa kerajaan tarumanegara berkembang ___", + "answer": "abad ke-5 M", + "id": "qa_374_q2" + } + ] + }, + { + "context": "Untuk mengendalikan banjir dan mendukung usaha pertanian , Raja Purnawarman memerintahkan penggalian Sungai Candrabaga dan mempersembahkan 1.000 ekor lembu kepada para brahmana setelah penggalian selesai .", + "tokens": [ + "Untuk", + "mengendalikan", + "banjir", + "dan", + "mendukung", + "usaha", + "pertanian", + ",", + "Raja", + "Purnawarman", + "memerintahkan", + "penggalian", + "Sungai", + "Candrabaga", + "dan", + "mempersembahkan", + "1.000", + "ekor", + "lembu", + "kepada", + "para", + "brahmana", + "setelah", + "penggalian", + "selesai", + "." + ], + "ner": [ + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "PER", + "PER", + "O", + "O", + "LOC", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O" + ], + "srl": [ + "ARGM-PRP", + "V", + "ARG1", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "V", + "ARG1", + "ARG1", + "ARG1", + "ARGM-REC", + "ARGM-REC", + "ARGM-REC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang memerintahkan penggalian sungai candrabaga ___", + "answer": "Raja Purnawarman", + "id": "qa_375_q1" + }, + { + "type": "isian", + "question": "Berapa jumlah ekor lembu yang dipersembahkan ___", + "answer": "1.000", + "id": "qa_375_q2" + } + ] + }, + { + "context": "Prasasti Cidanghiang ( Lebak ) memuat dua baris tulisan yang menonjolkan keperwiraan , keagungan , dan keberanian Raja Purnawarman yang menjadi panji sekalian raja-raja .", + "tokens": [ + "Prasasti", + "Cidanghiang", + "(", + "Lebak", + ")", + "memuat", + "dua", + "baris", + "tulisan", + "yang", + "menonjolkan", + "keperwiraan", + ",", + "keagungan", + ",", + "dan", + "keberanian", + "Raja", + "Purnawarman", + "yang", + "menjadi", + "panji", + "sekalian", + "raja-raja", + "." + ], + "ner": [ + "MISC", + "MISC", + "O", + "LOC", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "PER", + "PER", + "O", + "O", + "O", + "O", + "O", + "O" + ], + "srl": [ + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-LOC", + "O", + "V", + "ARG1", + "ARG1", + "ARG1", + "O", + "V", + "ARG1", + "O", + "ARG1", + "O", + "O", + "ARG1", + "ARG0", + "ARG0", + "O", + "V", + "ARG1", + "ARG1", + "ARG1", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Apa yang ditonjolkan dalam prasasti cidanghiang ___", + "answer": "keperwiraan keagungan keberanian", + "id": "qa_376_q1" + } + ] + }, + { + "context": "Prasasti Kebon Kopi ditemukan di Kampung Muara , Desa Ciaruteun Hilir , Bogor , dengan gambar telapak kaki gajah yang melambangkan kekuasaan Kerajaan Tarumanegara .", + "tokens": [ + "Prasasti", + "Kebon", + "Kopi", + "ditemukan", + "di", + "Kampung", + "Muara", + ",", + "Desa", + "Ciaruteun", + "Hilir", + ",", + "Bogor", + ",", + "dengan", + "gambar", + "telapak", + "kaki", + "gajah", + "yang", + "melambangkan", + "kekuasaan", + "Kerajaan", + "Tarumanegara", + "." + ], + "ner": [ + "MISC", + "MISC", + "MISC", + "O", + "O", + "LOC", + "LOC", + "O", + "LOC", + "LOC", + "LOC", + "O", + "LOC", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "ORG", + "ORG", + "O" + ], + "srl": [ + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "V", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-LOC", + "O", + "ARGM-MNR", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "O", + "V", + "ARG1", + "ARG1", + "ARG1", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Apa yang dilambangkan oleh gambar telapak kaki pada prasasti kebon kopi ___", + "answer": "kekuasaan Kerajaan Tarumanegara", + "id": "qa_377_q1" + } + ] + }, + { + "context": "Saturnus merupakan planet ke-6 dari Matahari .", + "tokens": [ + "Saturnus", + "merupakan", + "planet", + "ke-6", + "dari", + "Matahari", + "." + ], + "ner": ["LOC", "O", "O", "O", "O", "LOC", "O"], + "srl": ["ARG0", "V", "ARG1", "ARGM-ORD", "ARGM-LOC", "ARGM-LOC", "O"], + "qas": [ + { + "type": "isian", + "question": "Saturnus merupakan planet ke berapa dari matahari ___", + "answer": "ke-6", + "id": "qa_378_q1" + } + ] + }, + { + "context": "Mars dikenal sebagai planet ke-4 dalam tata surya .", + "tokens": [ + "Mars", + "dikenal", + "sebagai", + "planet", + "ke-4", + "dalam", + "tata", + "surya", + "." + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "V", + "O", + "ARG1", + "ARGM-ORD", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Mars merupakan planet ke berapa dalam tata surya ___", + "answer": "ke-4", + "id": "qa_379_q1" + } + ] + }, + { + "context": "Merkurius adalah planet yang paling dekat dengan Matahari .", + "tokens": [ + "Merkurius", + "adalah", + "planet", + "yang", + "paling", + "dekat", + "dengan", + "Matahari", + "." + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "LOC", "O"], + "srl": [ + "ARG0", + "V", + "ARG1", + "O", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-LOC", + "ARGM-LOC", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Planet yang paling dekat dengan matahari adalah ___", + "answer": "Merkurius", + "id": "qa_380_q1" + } + ] + }, + { + "context": "Venus sering disebut sebagai bintang fajar karena terlihat terang di langit pagi .", + "tokens": [ + "Venus", + "sering", + "disebut", + "sebagai", + "bintang", + "fajar", + "karena", + "terlihat", + "terang", + "di", + "langit", + "pagi", + "." + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "ARGM-MNR", + "V", + "ARG1", + "ARG1", + "ARG1", + "ARGM-CAU", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Planet apa yang dikenal sebagai bintang fajar ___", + "answer": "Venus", + "id": "qa_381_q1" + } + ] + }, + { + "context": "Jupiter merupakan planet terbesar di tata surya .", + "tokens": [ + "Jupiter", + "merupakan", + "planet", + "terbesar", + "di", + "tata", + "surya", + "." + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARGM-MNR", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Planet terbesar di tata surya adalah ___", + "answer": "Jupiter", + "id": "qa_382_q1" + } + ] + }, + { + "context": "Neptunus merupakan planet terjauh dari Matahari .", + "tokens": [ + "Neptunus", + "merupakan", + "planet", + "terjauh", + "dari", + "Matahari", + "." + ], + "ner": ["LOC", "O", "O", "O", "O", "LOC", "O"], + "srl": ["ARG0", "V", "ARG1", "ARGM-MNR", "ARGM-LOC", "ARGM-LOC", "O"], + "qas": [ + { + "type": "isian", + "question": "Planet yang paling jauh dari matahari adalah ___", + "answer": "Neptunus", + "id": "qa_383_q1" + } + ] + }, + { + "context": "Bumi merupakan satu-satunya planet yang dapat dihuni makhluk hidup .", + "tokens": [ + "Bumi", + "merupakan", + "satu-satunya", + "planet", + "yang", + "dapat", + "dihuni", + "makhluk", + "hidup", + "." + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG0", "V", "ARG1", "ARG1", "O", "V", "ARG1", "ARG1", "ARG1", "O"], + "qas": [ + { + "type": "isian", + "question": "Planet apa yang dapat dihuni makhluk hidup ___", + "answer": "Bumi", + "id": "qa_384_q1" + } + ] + }, + { + "context": "Uranus memiliki cincin seperti Saturnus , tetapi tidak terlalu terlihat jelas .", + "tokens": [ + "Uranus", + "memiliki", + "cincin", + "seperti", + "Saturnus", + ",", + "tetapi", + "tidak", + "terlalu", + "terlihat", + "jelas", + "." + ], + "ner": ["LOC", "O", "O", "O", "LOC", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARGM-COM", + "ARG1", + "O", + "ARGM-NEG", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-MNR", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Planet selain saturnus yang memiliki cincin adalah ___", + "answer": "Uranus", + "id": "qa_385_q1" + } + ] + }, + { + "context": "Pluto dulunya dianggap sebagai planet , tetapi sekarang dikategorikan sebagai planet katai .", + "tokens": [ + "Pluto", + "dulunya", + "dianggap", + "sebagai", + "planet", + ",", + "tetapi", + "sekarang", + "dikategorikan", + "sebagai", + "planet", + "katai", + "." + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "ARGM-TMP", + "V", + "O", + "ARG1", + "O", + "ARGM-MOD", + "ARGM-TMP", + "V", + "O", + "ARG1", + "ARG1", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Pluto sekarang dikategorikan sebagai ___", + "answer": "planet katai", + "id": "qa_386_q1" + } + ] + }, + { + "context": "Jupiter memiliki satelit terbesar bernama Ganymede .", + "tokens": [ + "Jupiter", + "memiliki", + "satelit", + "terbesar", + "bernama", + "Ganymede", + "." + ], + "ner": ["LOC", "O", "O", "O", "O", "LOC", "O"], + "srl": ["ARG0", "V", "ARG1", "ARGM-MNR", "O", "ARG1", "O"], + "qas": [ + { + "type": "isian", + "question": "Satelit terbesar yang dimiliki oleh planet jupiter bernama ___", + "answer": "Ganymede", + "id": "qa_387_q1" + } + ] + }, + { + "context": "Bumi memiliki satu satelit alami yang bernama Bulan .", + "tokens": [ + "Bumi", + "memiliki", + "satu", + "satelit", + "alami", + "yang", + "bernama", + "Bulan", + "." + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "LOC", "O"], + "srl": ["ARG0", "V", "ARG1", "ARG1", "ARG1", "O", "O", "ARG1", "O"], + "qas": [ + { + "type": "isian", + "question": "Satelit alami yang dimiliki oleh bumi adalah ___", + "answer": "Bulan", + "id": "qa_388_q1" + } + ] + }, + { + "context": "Uranus dikenal sebagai planet yang berputar miring terhadap porosnya .", + "tokens": [ + "Uranus", + "dikenal", + "sebagai", + "planet", + "yang", + "berputar", + "miring", + "terhadap", + "porosnya", + "." + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "V", + "O", + "ARG1", + "O", + "V", + "ARGM-MNR", + "ARGM-DIR", + "ARG1", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Planet yang berputar miring terhadap porosnya adalah ___", + "answer": "Uranus", + "id": "qa_389_q1" + } + ] + }, + { + "context": "Mars disebut juga sebagai planet merah karena permukaannya banyak mengandung zat besi .", + "tokens": [ + "Mars", + "disebut", + "juga", + "sebagai", + "planet", + "merah", + "karena", + "permukaannya", + "banyak", + "mengandung", + "zat", + "besi", + "." + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "V", + "O", + "O", + "ARG1", + "ARG1", + "ARGM-CAU", + "ARG1", + "ARGM-MNR", + "ARGM-MNR", + "ARG1", + "ARG1", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Planet yang disebut planet merah adalah ___", + "answer": "Mars", + "id": "qa_390_q1" + } + ] + }, + { + "context": "Venus memiliki suhu permukaan paling panas di tata surya .", + "tokens": [ + "Venus", + "memiliki", + "suhu", + "permukaan", + "paling", + "panas", + "di", + "tata", + "surya", + "." + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Planet dengan suhu permukaan paling panas adalah ___", + "answer": "Venus", + "id": "qa_391_q1" + } + ] + }, + { + "context": "Saturnus memiliki cincin yang tersusun dari jutaan bongkahan es dan batu .", + "tokens": [ + "Saturnus", + "memiliki", + "cincin", + "yang", + "tersusun", + "dari", + "jutaan", + "bongkahan", + "es", + "dan", + "batu", + "." + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "V", + "ARG1", + "O", + "V", + "O", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARG1", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Cincin saturnus tersusun dari ___", + "answer": "jutaan bongkahan es dan batu", + "id": "qa_392_q1" + } + ] + }, + { + "context": "Planet planet dalam tata surya mengelilingi Matahari dalam jalur yang disebut orbit .", + "tokens": [ + "Planet", + "planet", + "dalam", + "tata", + "surya", + "mengelilingi", + "Matahari", + "dalam", + "jalur", + "yang", + "disebut", + "orbit", + "." + ], + "ner": ["O", "O", "O", "O", "O", "O", "LOC", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG1", + "ARG1", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "V", + "ARGM-LOC", + "ARGM-LOC", + "ARG1", + "O", + "V", + "ARG1", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Jalur yang dilalui planet saat mengelilingi matahari disebut ___", + "answer": "orbit", + "id": "qa_393_q1" + } + ] + }, + { + "context": "Merkurius tidak memiliki satelit alami .", + "tokens": ["Merkurius", "tidak", "memiliki", "satelit", "alami", "."], + "ner": ["LOC", "O", "O", "O", "O", "O"], + "srl": ["ARG0", "ARGM-NEG", "V", "ARG1", "ARG1", "O"], + "qas": [ + { + "type": "isian", + "question": "Planet yang tidak memiliki satelit alami adalah ___", + "answer": "Merkurius", + "id": "qa_394_q1" + } + ] + }, + { + "context": "Neptunus sering disebut sebagai planet biru karena atmosfernya yang mengandung gas metana .", + "tokens": [ + "Neptunus", + "sering", + "disebut", + "sebagai", + "planet", + "biru", + "karena", + "atmosfernya", + "yang", + "mengandung", + "gas", + "metana", + "." + ], + "ner": ["LOC", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "ARGM-MNR", + "V", + "O", + "ARG1", + "ARG1", + "ARGM-CAU", + "ARG1", + "O", + "V", + "ARG1", + "ARG1", + "O" + ], + "qas": [ + { + "type": "isian", + "question": "Planet yang dikenal sebagai planet biru adalah ___", + "answer": "Neptunus", + "id": "qa_395_q1" + } + ] + }, + { + "context": "Rotasi Bumi menyebabkan terjadinya siang dan malam .", + "tokens": [ + "Rotasi", + "Bumi", + "menyebabkan", + "terjadinya", + "siang", + "dan", + "malam", + "." + ], + "ner": ["O", "LOC", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG0", "ARG0", "V", "ARG1", "ARG1", "ARG1", "ARG1", "O"], + "qas": [ + { + "type": "isian", + "question": "Peristiwa siang dan malam terjadi karena gerakan apa ___", + "answer": "Rotasi Bumi", + "id": "qa_396_q1" + } + ] + }, + { + "context": "Rotasi Bumi menyebabkan terjadinya siang dan malam .", + "tokens": [ + "Rotasi", + "Bumi", + "menyebabkan", + "terjadinya", + "siang", + "dan", + "malam", + "." + ], + "ner": ["O", "LOC", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG0", "ARG0", "V", "ARG1", "ARG1", "ARG1", "ARG1", "O"], + "qas": [ + { + "type": "isian", + "question": "Peristiwa siang dan malam terjadi karena gerakan apa ___", + "answer": "Rotasi Bumi", + "id": "qa_397_q1" + } + ] + }, + { + "context": "ir soekarno lahir pada 6 juni 1901 di surabaya", + "tokens": [ + "ir", + "soekarno", + "lahir", + "pada", + "6", + "juni", + "1901", + "di", + "surabaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana soekarno lahir ___", + "answer": "surabaya", + "id": "qa_398_q1" + } + ] + }, + { + "context": "mohammad hatta lahir pada 12 agustus 1902 di bukittinggi", + "tokens": [ + "mohammad", + "hatta", + "lahir", + "pada", + "12", + "agustus", + "1902", + "di", + "bukittinggi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana hatta lahir ___", + "answer": "bukittinggi", + "id": "qa_399_q1" + } + ] + }, + { + "context": "bj habibie lahir pada 25 juni 1936 di parepare", + "tokens": [ + "bj", + "habibie", + "lahir", + "pada", + "25", + "juni", + "1936", + "di", + "parepare" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana habibie lahir ___", + "answer": "parepare", + "id": "qa_400_q1" + } + ] + }, + { + "context": "megawati soekarnoputri lahir pada 23 januari 1947 di yogyakarta", + "tokens": [ + "megawati", + "soekarnoputri", + "lahir", + "pada", + "23", + "januari", + "1947", + "di", + "yogyakarta" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana megawati lahir ___", + "answer": "yogyakarta", + "id": "qa_401_q1" + } + ] + }, + { + "context": "abdurrahman wahid lahir pada 7 september 1940 di jombang", + "tokens": [ + "abdurrahman", + "wahid", + "lahir", + "pada", + "7", + "september", + "1940", + "di", + "jombang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana wahid lahir ___", + "answer": "jombang", + "id": "qa_402_q1" + } + ] + }, + { + "context": "susilo bambang yudhoyono lahir pada 9 september 1949 di pacitan", + "tokens": [ + "susilo", + "bambang", + "yudhoyono", + "lahir", + "pada", + "9", + "september", + "1949", + "di", + "pacitan" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana yudhoyono lahir ___", + "answer": "pacitan", + "id": "qa_403_q1" + } + ] + }, + { + "context": "joko widodo lahir pada 21 juni 1961 di surakarta", + "tokens": [ + "joko", + "widodo", + "lahir", + "pada", + "21", + "juni", + "1961", + "di", + "surakarta" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana widodo lahir ___", + "answer": "surakarta", + "id": "qa_404_q1" + } + ] + }, + { + "context": "sri mulyani indrawati lahir pada 26 agustus 1962 di lampung", + "tokens": [ + "sri", + "mulyani", + "indrawati", + "lahir", + "pada", + "26", + "agustus", + "1962", + "di", + "lampung" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana sri mulyani lahir ___", + "answer": "lampung", + "id": "qa_405_q1" + } + ] + }, + { + "context": "najwa shihab lahir pada 16 september 1977 di makassar", + "tokens": [ + "najwa", + "shihab", + "lahir", + "pada", + "16", + "september", + "1977", + "di", + "makassar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana shihab lahir ___", + "answer": "makassar", + "id": "qa_406_q1" + } + ] + }, + { + "context": "agnez mo lahir pada 1 juli 1986 di jakarta", + "tokens": [ + "agnez", + "mo", + "lahir", + "pada", + "1", + "juli", + "1986", + "di", + "jakarta" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana agnez mo lahir ___", + "answer": "jakarta", + "id": "qa_407_q1" + } + ] + }, + { + "context": "zain lahir pada 7 november 1982 di sidoarjo", + "tokens": [ + "zain", + "lahir", + "pada", + "7", + "november", + "1982", + "di", + "sidoarjo" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa zain lahir ___", + "answer": "7 november 1982", + "id": "qa_408_q1" + } + ] + }, + { + "context": "zain eka lahir pada 7 november 1979 di samarinda", + "tokens": [ + "zain", + "eka", + "lahir", + "pada", + "7", + "november", + "1979", + "di", + "samarinda" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa zain lahir ___", + "answer": "7 november 1979", + "id": "qa_409_q1" + } + ] + }, + { + "context": "farhan fadhilah lahir pada 10 agustus 1962 di tegal", + "tokens": [ + "farhan", + "fadhilah", + "lahir", + "pada", + "10", + "agustus", + "1962", + "di", + "tegal" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa farhan lahir ___", + "answer": "10 agustus 1962", + "id": "qa_410_q1" + } + ] + }, + { + "context": "farhan siregar lahir pada 6 april 1991 di malang", + "tokens": [ + "farhan", + "siregar", + "lahir", + "pada", + "6", + "april", + "1991", + "di", + "malang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan farhan lahir ___", + "answer": "6 april 1991", + "id": "qa_411_q1" + } + ] + }, + { + "context": "dian martini lahir pada 1 mei 1975 di serang", + "tokens": [ + "dian", + "martini", + "lahir", + "pada", + "1", + "mei", + "1975", + "di", + "serang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa dian lahir ___", + "answer": "1 mei 1975", + "id": "qa_412_q1" + } + ] + }, + { + "context": "agus xenia lahir pada 1 januari 1958 di pekanbaru", + "tokens": [ + "agus", + "xenia", + "lahir", + "pada", + "1", + "januari", + "1958", + "di", + "pekanbaru" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana agus lahir ___", + "answer": "pekanbaru", + "id": "qa_413_q1" + } + ] + }, + { + "context": "rani puspitasari lahir pada 11 desember 1952 di denpasar", + "tokens": [ + "rani", + "puspitasari", + "lahir", + "pada", + "11", + "desember", + "1952", + "di", + "denpasar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di denpasar ___", + "answer": "rani puspitasari", + "id": "qa_414_q1" + } + ] + }, + { + "context": "vina hendra putra lahir pada 4 desember 2006 di denpasar", + "tokens": [ + "vina", + "hendra", + "putra", + "lahir", + "pada", + "4", + "desember", + "2006", + "di", + "denpasar" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa vina lahir ___", + "answer": "4 desember 2006", + "id": "qa_415_q1" + } + ] + }, + { + "context": "sari wawan anggraini lahir pada 16 november 1989 di kendari", + "tokens": [ + "sari", + "wawan", + "anggraini", + "lahir", + "pada", + "16", + "november", + "1989", + "di", + "kendari" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa sari lahir ___", + "answer": "16 november 1989", + "id": "qa_416_q1" + } + ] + }, + { + "context": "mita tania nabila lahir pada 21 februari 2010 di tegal", + "tokens": [ + "mita", + "tania", + "nabila", + "lahir", + "pada", + "21", + "februari", + "2010", + "di", + "tegal" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan mita lahir ___", + "answer": "21 februari 2010", + "id": "qa_417_q1" + } + ] + }, + { + "context": "aditya xenia rachman lahir pada 20 januari 2009 di kendari", + "tokens": [ + "aditya", + "xenia", + "rachman", + "lahir", + "pada", + "20", + "januari", + "2009", + "di", + "kendari" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana aditya lahir ___", + "answer": "kendari", + "id": "qa_418_q1" + } + ] + }, + { + "context": "yosef wawan arifin lahir pada 11 juli 1946 di kediri", + "tokens": [ + "yosef", + "wawan", + "arifin", + "lahir", + "pada", + "11", + "juli", + "1946", + "di", + "kediri" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di kediri ___", + "answer": "yosef wawan arifin", + "id": "qa_419_q1" + } + ] + }, + { + "context": "rahmat lahir pada 10 desember 1975 di pekanbaru", + "tokens": [ + "rahmat", + "lahir", + "pada", + "10", + "desember", + "1975", + "di", + "pekanbaru" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa rahmat lahir ___", + "answer": "10 desember 1975", + "id": "qa_420_q1" + } + ] + }, + { + "context": "eka lahir pada 26 maret 1954 di ambon", + "tokens": ["eka", "lahir", "pada", "26", "maret", "1954", "di", "ambon"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana eka lahir ___", + "answer": "ambon", + "id": "qa_421_q1" + } + ] + }, + { + "context": "dewi lahir pada 1 april 2008 di samarinda", + "tokens": [ + "dewi", + "lahir", + "pada", + "1", + "april", + "2008", + "di", + "samarinda" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan dewi lahir ___", + "answer": "1 april 2008", + "id": "qa_422_q1" + } + ] + }, + { + "context": "mario hermawan lahir pada 12 september 1966 di makassar", + "tokens": [ + "mario", + "hermawan", + "lahir", + "pada", + "12", + "september", + "1966", + "di", + "makassar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di makassar ___", + "answer": "mario hermawan", + "id": "qa_423_q1" + } + ] + }, + { + "context": "hendra rachman lahir pada 18 maret 2003 di bogor", + "tokens": [ + "hendra", + "rachman", + "lahir", + "pada", + "18", + "maret", + "2003", + "di", + "bogor" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa hendra lahir ___", + "answer": "18 maret 2003", + "id": "qa_424_q1" + } + ] + }, + { + "context": "bayu faisal handayani lahir pada 19 november 1963 di malang", + "tokens": [ + "bayu", + "faisal", + "handayani", + "lahir", + "pada", + "19", + "november", + "1963", + "di", + "malang" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di malang ___", + "answer": "bayu faisal handayani", + "id": "qa_425_q1" + } + ] + }, + { + "context": "farhan lahir pada 18 november 1984 di semarang", + "tokens": [ + "farhan", + "lahir", + "pada", + "18", + "november", + "1984", + "di", + "semarang" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di semarang ___", + "answer": "farhan", + "id": "qa_426_q1" + } + ] + }, + { + "context": "nina santoso lahir pada 16 februari 1944 di kupang", + "tokens": [ + "nina", + "santoso", + "lahir", + "pada", + "16", + "februari", + "1944", + "di", + "kupang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana nina lahir ___", + "answer": "kupang", + "id": "qa_427_q1" + } + ] + }, + { + "context": "zulfa lahir pada 24 september 1946 di malang", + "tokens": [ + "zulfa", + "lahir", + "pada", + "24", + "september", + "1946", + "di", + "malang" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa zulfa lahir ___", + "answer": "24 september 1946", + "id": "qa_428_q1" + } + ] + }, + { + "context": "nadya oki suharto lahir pada 7 april 1988 di salatiga", + "tokens": [ + "nadya", + "oki", + "suharto", + "lahir", + "pada", + "7", + "april", + "1988", + "di", + "salatiga" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana nadya lahir ___", + "answer": "salatiga", + "id": "qa_429_q1" + } + ] + }, + { + "context": "luthfi suharto lahir pada 7 november 1988 di depok", + "tokens": [ + "luthfi", + "suharto", + "lahir", + "pada", + "7", + "november", + "1988", + "di", + "depok" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa luthfi lahir ___", + "answer": "7 november 1988", + "id": "qa_430_q1" + } + ] + }, + { + "context": "mario wawan yuliana lahir pada 1 februari 1941 di depok", + "tokens": [ + "mario", + "wawan", + "yuliana", + "lahir", + "pada", + "1", + "februari", + "1941", + "di", + "depok" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana mario lahir ___", + "answer": "depok", + "id": "qa_431_q1" + } + ] + }, + { + "context": "vina hidayat lahir pada 10 april 1998 di jember", + "tokens": [ + "vina", + "hidayat", + "lahir", + "pada", + "10", + "april", + "1998", + "di", + "jember" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa vina lahir ___", + "answer": "10 april 1998", + "id": "qa_432_q1" + } + ] + }, + { + "context": "citra anggraini lahir pada 17 desember 1976 di denpasar", + "tokens": [ + "citra", + "anggraini", + "lahir", + "pada", + "17", + "desember", + "1976", + "di", + "denpasar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa citra lahir ___", + "answer": "17 desember 1976", + "id": "qa_433_q1" + } + ] + }, + { + "context": "udin khansa puspitasari lahir pada 9 februari 2006 di padang", + "tokens": [ + "udin", + "khansa", + "puspitasari", + "lahir", + "pada", + "9", + "februari", + "2006", + "di", + "padang" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana udin lahir ___", + "answer": "padang", + "id": "qa_434_q1" + } + ] + }, + { + "context": "pratiwi puspitasari lahir pada 5 september 1952 di medan", + "tokens": [ + "pratiwi", + "puspitasari", + "lahir", + "pada", + "5", + "september", + "1952", + "di", + "medan" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di medan ___", + "answer": "pratiwi puspitasari", + "id": "qa_435_q1" + } + ] + }, + { + "context": "aditya farhan susanto lahir pada 25 maret 1987 di ambon", + "tokens": [ + "aditya", + "farhan", + "susanto", + "lahir", + "pada", + "25", + "maret", + "1987", + "di", + "ambon" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di ambon ___", + "answer": "aditya farhan susanto", + "id": "qa_436_q1" + } + ] + }, + { + "context": "pratiwi lahir pada 28 april 1997 di cilegon", + "tokens": [ + "pratiwi", + "lahir", + "pada", + "28", + "april", + "1997", + "di", + "cilegon" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di cilegon ___", + "answer": "pratiwi", + "id": "qa_437_q1" + } + ] + }, + { + "context": "budi anggraini lahir pada 15 november 1991 di ambon", + "tokens": [ + "budi", + "anggraini", + "lahir", + "pada", + "15", + "november", + "1991", + "di", + "ambon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan budi lahir ___", + "answer": "15 november 1991", + "id": "qa_438_q1" + } + ] + }, + { + "context": "rahmat saputra lahir pada 11 maret 1941 di blitar", + "tokens": [ + "rahmat", + "saputra", + "lahir", + "pada", + "11", + "maret", + "1941", + "di", + "blitar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana rahmat lahir ___", + "answer": "blitar", + "id": "qa_439_q1" + } + ] + }, + { + "context": "joni nugroho lahir pada 8 mei 1980 di gianyar", + "tokens": [ + "joni", + "nugroho", + "lahir", + "pada", + "8", + "mei", + "1980", + "di", + "gianyar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana joni lahir ___", + "answer": "gianyar", + "id": "qa_440_q1" + } + ] + }, + { + "context": "hendra lahir pada 9 november 1954 di tegal", + "tokens": [ + "hendra", + "lahir", + "pada", + "9", + "november", + "1954", + "di", + "tegal" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa hendra lahir ___", + "answer": "9 november 1954", + "id": "qa_441_q1" + } + ] + }, + { + "context": "surya lahir pada 18 januari 1963 di jayapura", + "tokens": [ + "surya", + "lahir", + "pada", + "18", + "januari", + "1963", + "di", + "jayapura" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa surya lahir ___", + "answer": "18 januari 1963", + "id": "qa_442_q1" + } + ] + }, + { + "context": "zulfa martini lahir pada 1 november 1988 di tegal", + "tokens": [ + "zulfa", + "martini", + "lahir", + "pada", + "1", + "november", + "1988", + "di", + "tegal" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan zulfa lahir ___", + "answer": "1 november 1988", + "id": "qa_443_q1" + } + ] + }, + { + "context": "aditya lahir pada 19 februari 1947 di jayapura", + "tokens": [ + "aditya", + "lahir", + "pada", + "19", + "februari", + "1947", + "di", + "jayapura" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di jayapura ___", + "answer": "aditya", + "id": "qa_444_q1" + } + ] + }, + { + "context": "xenia lahir pada 7 januari 2004 di sukabumi", + "tokens": [ + "xenia", + "lahir", + "pada", + "7", + "januari", + "2004", + "di", + "sukabumi" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan xenia lahir ___", + "answer": "7 januari 2004", + "id": "qa_445_q1" + } + ] + }, + { + "context": "gina pratiwi fauziah lahir pada 8 januari 1949 di pekanbaru", + "tokens": [ + "gina", + "pratiwi", + "fauziah", + "lahir", + "pada", + "8", + "januari", + "1949", + "di", + "pekanbaru" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana gina lahir ___", + "answer": "pekanbaru", + "id": "qa_446_q1" + } + ] + }, + { + "context": "ernita lahir pada 15 maret 1969 di jakarta", + "tokens": [ + "ernita", + "lahir", + "pada", + "15", + "maret", + "1969", + "di", + "jakarta" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di jakarta ___", + "answer": "ernita", + "id": "qa_447_q1" + } + ] + }, + { + "context": "farhan nabila lahir pada 6 juli 1949 di probolinggo", + "tokens": [ + "farhan", + "nabila", + "lahir", + "pada", + "6", + "juli", + "1949", + "di", + "probolinggo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di probolinggo ___", + "answer": "farhan nabila", + "id": "qa_448_q1" + } + ] + }, + { + "context": "candra sari lahir pada 6 februari 2006 di palembang", + "tokens": [ + "candra", + "sari", + "lahir", + "pada", + "6", + "februari", + "2006", + "di", + "palembang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan candra lahir ___", + "answer": "6 februari 2006", + "id": "qa_449_q1" + } + ] + }, + { + "context": "faisal adewi lahir pada 16 juli 1974 di depok", + "tokens": [ + "faisal", + "adewi", + "lahir", + "pada", + "16", + "juli", + "1974", + "di", + "depok" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa faisal lahir ___", + "answer": "16 juli 1974", + "id": "qa_450_q1" + } + ] + }, + { + "context": "intan mita lahir pada 25 januari 1988 di bandung", + "tokens": [ + "intan", + "mita", + "lahir", + "pada", + "25", + "januari", + "1988", + "di", + "bandung" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa intan lahir ___", + "answer": "25 januari 1988", + "id": "qa_451_q1" + } + ] + }, + { + "context": "farhan lahir pada 12 april 1950 di yogyakarta", + "tokens": [ + "farhan", + "lahir", + "pada", + "12", + "april", + "1950", + "di", + "yogyakarta" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan farhan lahir ___", + "answer": "12 april 1950", + "id": "qa_452_q1" + } + ] + }, + { + "context": "nina susanto lahir pada 19 april 1962 di tegal", + "tokens": [ + "nina", + "susanto", + "lahir", + "pada", + "19", + "april", + "1962", + "di", + "tegal" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di tegal ___", + "answer": "nina susanto", + "id": "qa_453_q1" + } + ] + }, + { + "context": "rahmat sari putra lahir pada 8 september 1942 di surabaya", + "tokens": [ + "rahmat", + "sari", + "putra", + "lahir", + "pada", + "8", + "september", + "1942", + "di", + "surabaya" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di surabaya ___", + "answer": "rahmat sari putra", + "id": "qa_454_q1" + } + ] + }, + { + "context": "udin umi pratama lahir pada 24 januari 1997 di tegal", + "tokens": [ + "udin", + "umi", + "pratama", + "lahir", + "pada", + "24", + "januari", + "1997", + "di", + "tegal" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana udin lahir ___", + "answer": "tegal", + "id": "qa_455_q1" + } + ] + }, + { + "context": "tania lahir pada 8 januari 1949 di kediri", + "tokens": [ + "tania", + "lahir", + "pada", + "8", + "januari", + "1949", + "di", + "kediri" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di kediri ___", + "answer": "tania", + "id": "qa_456_q1" + } + ] + }, + { + "context": "joko dewi arifin lahir pada 13 november 1999 di ambon", + "tokens": [ + "joko", + "dewi", + "arifin", + "lahir", + "pada", + "13", + "november", + "1999", + "di", + "ambon" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan joko lahir ___", + "answer": "13 november 1999", + "id": "qa_457_q1" + } + ] + }, + { + "context": "wahyu fauziah lahir pada 1 maret 1949 di palembang", + "tokens": [ + "wahyu", + "fauziah", + "lahir", + "pada", + "1", + "maret", + "1949", + "di", + "palembang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di palembang ___", + "answer": "wahyu fauziah", + "id": "qa_458_q1" + } + ] + }, + { + "context": "candra lahir pada 9 september 2009 di semarang", + "tokens": [ + "candra", + "lahir", + "pada", + "9", + "september", + "2009", + "di", + "semarang" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa candra lahir ___", + "answer": "9 september 2009", + "id": "qa_459_q1" + } + ] + }, + { + "context": "vivin adewi lahir pada 9 januari 1984 di bandung", + "tokens": [ + "vivin", + "adewi", + "lahir", + "pada", + "9", + "januari", + "1984", + "di", + "bandung" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa vivin lahir ___", + "answer": "9 januari 1984", + "id": "qa_460_q1" + } + ] + }, + { + "context": "wawan vivin manurung lahir pada 26 oktober 1983 di palembang", + "tokens": [ + "wawan", + "vivin", + "manurung", + "lahir", + "pada", + "26", + "oktober", + "1983", + "di", + "palembang" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa wawan lahir ___", + "answer": "26 oktober 1983", + "id": "qa_461_q1" + } + ] + }, + { + "context": "hendra wahyudi lahir pada 10 maret 1989 di palembang", + "tokens": [ + "hendra", + "wahyudi", + "lahir", + "pada", + "10", + "maret", + "1989", + "di", + "palembang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di palembang ___", + "answer": "hendra wahyudi", + "id": "qa_462_q1" + } + ] + }, + { + "context": "luthfi saputri lahir pada 25 oktober 1984 di cilegon", + "tokens": [ + "luthfi", + "saputri", + "lahir", + "pada", + "25", + "oktober", + "1984", + "di", + "cilegon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan luthfi lahir ___", + "answer": "25 oktober 1984", + "id": "qa_463_q1" + } + ] + }, + { + "context": "luthfi saputri lahir pada 18 desember 1996 di probolinggo", + "tokens": [ + "luthfi", + "saputri", + "lahir", + "pada", + "18", + "desember", + "1996", + "di", + "probolinggo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana luthfi lahir ___", + "answer": "probolinggo", + "id": "qa_464_q1" + } + ] + }, + { + "context": "dewi pratiwi pratama lahir pada 8 mei 1992 di cilegon", + "tokens": [ + "dewi", + "pratiwi", + "pratama", + "lahir", + "pada", + "8", + "mei", + "1992", + "di", + "cilegon" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana dewi lahir ___", + "answer": "cilegon", + "id": "qa_465_q1" + } + ] + }, + { + "context": "farhan rachman lahir pada 7 maret 2001 di jember", + "tokens": [ + "farhan", + "rachman", + "lahir", + "pada", + "7", + "maret", + "2001", + "di", + "jember" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di jember ___", + "answer": "farhan rachman", + "id": "qa_466_q1" + } + ] + }, + { + "context": "zulfa intan wijaya lahir pada 10 agustus 1998 di tegal", + "tokens": [ + "zulfa", + "intan", + "wijaya", + "lahir", + "pada", + "10", + "agustus", + "1998", + "di", + "tegal" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana zulfa lahir ___", + "answer": "tegal", + "id": "qa_467_q1" + } + ] + }, + { + "context": "budi pambudi lahir pada 21 april 1971 di salatiga", + "tokens": [ + "budi", + "pambudi", + "lahir", + "pada", + "21", + "april", + "1971", + "di", + "salatiga" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana budi lahir ___", + "answer": "salatiga", + "id": "qa_468_q1" + } + ] + }, + { + "context": "aditya saputra lahir pada 13 november 1946 di cilegon", + "tokens": [ + "aditya", + "saputra", + "lahir", + "pada", + "13", + "november", + "1946", + "di", + "cilegon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan aditya lahir ___", + "answer": "13 november 1946", + "id": "qa_469_q1" + } + ] + }, + { + "context": "nadya ramadhan lahir pada 7 juli 1998 di probolinggo", + "tokens": [ + "nadya", + "ramadhan", + "lahir", + "pada", + "7", + "juli", + "1998", + "di", + "probolinggo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa nadya lahir ___", + "answer": "7 juli 1998", + "id": "qa_470_q1" + } + ] + }, + { + "context": "hari ayuningtyas lahir pada 15 juli 1956 di sidoarjo", + "tokens": [ + "hari", + "ayuningtyas", + "lahir", + "pada", + "15", + "juli", + "1956", + "di", + "sidoarjo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan hari lahir ___", + "answer": "15 juli 1956", + "id": "qa_471_q1" + } + ] + }, + { + "context": "hari saputri lahir pada 10 mei 1949 di cilegon", + "tokens": [ + "hari", + "saputri", + "lahir", + "pada", + "10", + "mei", + "1949", + "di", + "cilegon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana hari lahir ___", + "answer": "cilegon", + "id": "qa_472_q1" + } + ] + }, + { + "context": "bayu suharto lahir pada 24 mei 1962 di tegal", + "tokens": [ + "bayu", + "suharto", + "lahir", + "pada", + "24", + "mei", + "1962", + "di", + "tegal" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana bayu lahir ___", + "answer": "tegal", + "id": "qa_473_q1" + } + ] + }, + { + "context": "qori hermawan lahir pada 5 agustus 1973 di purwokerto", + "tokens": [ + "qori", + "hermawan", + "lahir", + "pada", + "5", + "agustus", + "1973", + "di", + "purwokerto" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa qori lahir ___", + "answer": "5 agustus 1973", + "id": "qa_474_q1" + } + ] + }, + { + "context": "vina adewi lahir pada 21 april 2008 di solo", + "tokens": [ + "vina", + "adewi", + "lahir", + "pada", + "21", + "april", + "2008", + "di", + "solo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di solo ___", + "answer": "vina adewi", + "id": "qa_475_q1" + } + ] + }, + { + "context": "hendra mario lahir pada 17 oktober 1966 di depok", + "tokens": [ + "hendra", + "mario", + "lahir", + "pada", + "17", + "oktober", + "1966", + "di", + "depok" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di depok ___", + "answer": "hendra mario", + "id": "qa_476_q1" + } + ] + }, + { + "context": "kiki khansa saputra lahir pada 19 februari 1946 di tasikmalaya", + "tokens": [ + "kiki", + "khansa", + "saputra", + "lahir", + "pada", + "19", + "februari", + "1946", + "di", + "tasikmalaya" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa kiki lahir ___", + "answer": "19 februari 1946", + "id": "qa_477_q1" + } + ] + }, + { + "context": "dewi wibowo lahir pada 28 maret 2004 di denpasar", + "tokens": [ + "dewi", + "wibowo", + "lahir", + "pada", + "28", + "maret", + "2004", + "di", + "denpasar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana dewi lahir ___", + "answer": "denpasar", + "id": "qa_478_q1" + } + ] + }, + { + "context": "joko lahir pada 26 oktober 2004 di cilegon", + "tokens": [ + "joko", + "lahir", + "pada", + "26", + "oktober", + "2004", + "di", + "cilegon" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa joko lahir ___", + "answer": "26 oktober 2004", + "id": "qa_479_q1" + } + ] + }, + { + "context": "zulfa lahir pada 2 juni 1994 di depok", + "tokens": ["zulfa", "lahir", "pada", "2", "juni", "1994", "di", "depok"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di depok ___", + "answer": "zulfa", + "id": "qa_480_q1" + } + ] + }, + { + "context": "gina ramadhan lahir pada 18 juni 1940 di samarinda", + "tokens": [ + "gina", + "ramadhan", + "lahir", + "pada", + "18", + "juni", + "1940", + "di", + "samarinda" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana gina lahir ___", + "answer": "samarinda", + "id": "qa_481_q1" + } + ] + }, + { + "context": "budi ramadhan lahir pada 23 september 1991 di samarinda", + "tokens": [ + "budi", + "ramadhan", + "lahir", + "pada", + "23", + "september", + "1991", + "di", + "samarinda" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana budi lahir ___", + "answer": "samarinda", + "id": "qa_482_q1" + } + ] + }, + { + "context": "ernita sari arifin lahir pada 5 maret 1957 di denpasar", + "tokens": [ + "ernita", + "sari", + "arifin", + "lahir", + "pada", + "5", + "maret", + "1957", + "di", + "denpasar" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan ernita lahir ___", + "answer": "5 maret 1957", + "id": "qa_483_q1" + } + ] + }, + { + "context": "bayu lahir pada 24 februari 1978 di blitar", + "tokens": [ + "bayu", + "lahir", + "pada", + "24", + "februari", + "1978", + "di", + "blitar" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan bayu lahir ___", + "answer": "24 februari 1978", + "id": "qa_484_q1" + } + ] + }, + { + "context": "candra lahir pada 3 juli 1987 di kendari", + "tokens": ["candra", "lahir", "pada", "3", "juli", "1987", "di", "kendari"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa candra lahir ___", + "answer": "3 juli 1987", + "id": "qa_485_q1" + } + ] + }, + { + "context": "laila permana lahir pada 11 juli 1959 di bekasi", + "tokens": [ + "laila", + "permana", + "lahir", + "pada", + "11", + "juli", + "1959", + "di", + "bekasi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan laila lahir ___", + "answer": "11 juli 1959", + "id": "qa_486_q1" + } + ] + }, + { + "context": "sari wibowo lahir pada 10 april 1989 di sukabumi", + "tokens": [ + "sari", + "wibowo", + "lahir", + "pada", + "10", + "april", + "1989", + "di", + "sukabumi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan sari lahir ___", + "answer": "10 april 1989", + "id": "qa_487_q1" + } + ] + }, + { + "context": "dewi lahir pada 25 september 1978 di banjarmasin", + "tokens": [ + "dewi", + "lahir", + "pada", + "25", + "september", + "1978", + "di", + "banjarmasin" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan dewi lahir ___", + "answer": "25 september 1978", + "id": "qa_488_q1" + } + ] + }, + { + "context": "khansa suryadi lahir pada 1 juni 1949 di yogyakarta", + "tokens": [ + "khansa", + "suryadi", + "lahir", + "pada", + "1", + "juni", + "1949", + "di", + "yogyakarta" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di yogyakarta ___", + "answer": "khansa suryadi", + "id": "qa_489_q1" + } + ] + }, + { + "context": "vina purnama lahir pada 26 oktober 1964 di padang", + "tokens": [ + "vina", + "purnama", + "lahir", + "pada", + "26", + "oktober", + "1964", + "di", + "padang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan vina lahir ___", + "answer": "26 oktober 1964", + "id": "qa_490_q1" + } + ] + }, + { + "context": "hari saputra lahir pada 2 agustus 1973 di cilegon", + "tokens": [ + "hari", + "saputra", + "lahir", + "pada", + "2", + "agustus", + "1973", + "di", + "cilegon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan hari lahir ___", + "answer": "2 agustus 1973", + "id": "qa_491_q1" + } + ] + }, + { + "context": "rahmat anggraini lahir pada 5 agustus 1999 di depok", + "tokens": [ + "rahmat", + "anggraini", + "lahir", + "pada", + "5", + "agustus", + "1999", + "di", + "depok" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa rahmat lahir ___", + "answer": "5 agustus 1999", + "id": "qa_492_q1" + } + ] + }, + { + "context": "teguh lahir pada 25 desember 1995 di bandung", + "tokens": [ + "teguh", + "lahir", + "pada", + "25", + "desember", + "1995", + "di", + "bandung" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa teguh lahir ___", + "answer": "25 desember 1995", + "id": "qa_493_q1" + } + ] + }, + { + "context": "qori sukma lahir pada 2 januari 2003 di sukabumi", + "tokens": [ + "qori", + "sukma", + "lahir", + "pada", + "2", + "januari", + "2003", + "di", + "sukabumi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan qori lahir ___", + "answer": "2 januari 2003", + "id": "qa_494_q1" + } + ] + }, + { + "context": "laila nabila lahir pada 15 oktober 1955 di samarinda", + "tokens": [ + "laila", + "nabila", + "lahir", + "pada", + "15", + "oktober", + "1955", + "di", + "samarinda" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa laila lahir ___", + "answer": "15 oktober 1955", + "id": "qa_495_q1" + } + ] + }, + { + "context": "dewi lahir pada 24 mei 1967 di kediri", + "tokens": ["dewi", "lahir", "pada", "24", "mei", "1967", "di", "kediri"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan dewi lahir ___", + "answer": "24 mei 1967", + "id": "qa_496_q1" + } + ] + }, + { + "context": "intan indrawan lahir pada 8 april 2004 di banjarmasin", + "tokens": [ + "intan", + "indrawan", + "lahir", + "pada", + "8", + "april", + "2004", + "di", + "banjarmasin" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di banjarmasin ___", + "answer": "intan indrawan", + "id": "qa_497_q1" + } + ] + }, + { + "context": "kiki laksono lahir pada 16 maret 1964 di samarinda", + "tokens": [ + "kiki", + "laksono", + "lahir", + "pada", + "16", + "maret", + "1964", + "di", + "samarinda" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan kiki lahir ___", + "answer": "16 maret 1964", + "id": "qa_498_q1" + } + ] + }, + { + "context": "candra manurung lahir pada 18 februari 1973 di cirebon", + "tokens": [ + "candra", + "manurung", + "lahir", + "pada", + "18", + "februari", + "1973", + "di", + "cirebon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana candra lahir ___", + "answer": "cirebon", + "id": "qa_499_q1" + } + ] + }, + { + "context": "teguh zulfa kurniawan lahir pada 22 desember 1973 di semarang", + "tokens": [ + "teguh", + "zulfa", + "kurniawan", + "lahir", + "pada", + "22", + "desember", + "1973", + "di", + "semarang" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan teguh lahir ___", + "answer": "22 desember 1973", + "id": "qa_500_q1" + } + ] + }, + { + "context": "xenia putri saputra lahir pada 12 november 1984 di samarinda", + "tokens": [ + "xenia", + "putri", + "saputra", + "lahir", + "pada", + "12", + "november", + "1984", + "di", + "samarinda" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di samarinda ___", + "answer": "xenia putri saputra", + "id": "qa_501_q1" + } + ] + }, + { + "context": "citra pratama lahir pada 2 desember 1982 di kediri", + "tokens": [ + "citra", + "pratama", + "lahir", + "pada", + "2", + "desember", + "1982", + "di", + "kediri" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di kediri ___", + "answer": "citra pratama", + "id": "qa_502_q1" + } + ] + }, + { + "context": "luthfi fadhilah lahir pada 10 juli 1990 di cilegon", + "tokens": [ + "luthfi", + "fadhilah", + "lahir", + "pada", + "10", + "juli", + "1990", + "di", + "cilegon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana luthfi lahir ___", + "answer": "cilegon", + "id": "qa_503_q1" + } + ] + }, + { + "context": "teguh lahir pada 25 januari 1966 di pekanbaru", + "tokens": [ + "teguh", + "lahir", + "pada", + "25", + "januari", + "1966", + "di", + "pekanbaru" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana teguh lahir ___", + "answer": "pekanbaru", + "id": "qa_504_q1" + } + ] + }, + { + "context": "surya prasetyo lahir pada 23 januari 2009 di serang", + "tokens": [ + "surya", + "prasetyo", + "lahir", + "pada", + "23", + "januari", + "2009", + "di", + "serang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan surya lahir ___", + "answer": "23 januari 2009", + "id": "qa_505_q1" + } + ] + }, + { + "context": "dian martini lahir pada 16 maret 1989 di malang", + "tokens": [ + "dian", + "martini", + "lahir", + "pada", + "16", + "maret", + "1989", + "di", + "malang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di malang ___", + "answer": "dian martini", + "id": "qa_506_q1" + } + ] + }, + { + "context": "vivin qori wahyudi lahir pada 23 februari 1963 di kediri", + "tokens": [ + "vivin", + "qori", + "wahyudi", + "lahir", + "pada", + "23", + "februari", + "1963", + "di", + "kediri" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di kediri ___", + "answer": "vivin qori wahyudi", + "id": "qa_507_q1" + } + ] + }, + { + "context": "laila hermawan lahir pada 15 maret 1995 di tasikmalaya", + "tokens": [ + "laila", + "hermawan", + "lahir", + "pada", + "15", + "maret", + "1995", + "di", + "tasikmalaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan laila lahir ___", + "answer": "15 maret 1995", + "id": "qa_508_q1" + } + ] + }, + { + "context": "aditya lahir pada 2 oktober 1950 di pontianak", + "tokens": [ + "aditya", + "lahir", + "pada", + "2", + "oktober", + "1950", + "di", + "pontianak" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di pontianak ___", + "answer": "aditya", + "id": "qa_509_q1" + } + ] + }, + { + "context": "mario lahir pada 4 februari 2004 di denpasar", + "tokens": [ + "mario", + "lahir", + "pada", + "4", + "februari", + "2004", + "di", + "denpasar" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan mario lahir ___", + "answer": "4 februari 2004", + "id": "qa_510_q1" + } + ] + }, + { + "context": "agus lahir pada 11 september 2008 di sidoarjo", + "tokens": [ + "agus", + "lahir", + "pada", + "11", + "september", + "2008", + "di", + "sidoarjo" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa agus lahir ___", + "answer": "11 september 2008", + "id": "qa_511_q1" + } + ] + }, + { + "context": "dewi puspitasari lahir pada 8 februari 1992 di depok", + "tokens": [ + "dewi", + "puspitasari", + "lahir", + "pada", + "8", + "februari", + "1992", + "di", + "depok" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa dewi lahir ___", + "answer": "8 februari 1992", + "id": "qa_512_q1" + } + ] + }, + { + "context": "galuh sukma lahir pada 7 november 1994 di malang", + "tokens": [ + "galuh", + "sukma", + "lahir", + "pada", + "7", + "november", + "1994", + "di", + "malang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di malang ___", + "answer": "galuh sukma", + "id": "qa_513_q1" + } + ] + }, + { + "context": "galuh lahir pada 28 november 1955 di kediri", + "tokens": [ + "galuh", + "lahir", + "pada", + "28", + "november", + "1955", + "di", + "kediri" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa galuh lahir ___", + "answer": "28 november 1955", + "id": "qa_514_q1" + } + ] + }, + { + "context": "pratiwi suryadi lahir pada 12 september 1978 di makassar", + "tokens": [ + "pratiwi", + "suryadi", + "lahir", + "pada", + "12", + "september", + "1978", + "di", + "makassar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana pratiwi lahir ___", + "answer": "makassar", + "id": "qa_515_q1" + } + ] + }, + { + "context": "faisal yuliana lahir pada 19 november 1969 di solo", + "tokens": [ + "faisal", + "yuliana", + "lahir", + "pada", + "19", + "november", + "1969", + "di", + "solo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa faisal lahir ___", + "answer": "19 november 1969", + "id": "qa_516_q1" + } + ] + }, + { + "context": "vina lahir pada 19 april 2001 di manado", + "tokens": ["vina", "lahir", "pada", "19", "april", "2001", "di", "manado"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa vina lahir ___", + "answer": "19 april 2001", + "id": "qa_517_q1" + } + ] + }, + { + "context": "surya lahir pada 4 desember 1968 di gianyar", + "tokens": [ + "surya", + "lahir", + "pada", + "4", + "desember", + "1968", + "di", + "gianyar" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di gianyar ___", + "answer": "surya", + "id": "qa_518_q1" + } + ] + }, + { + "context": "faisal arifin lahir pada 14 maret 1948 di blitar", + "tokens": [ + "faisal", + "arifin", + "lahir", + "pada", + "14", + "maret", + "1948", + "di", + "blitar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana faisal lahir ___", + "answer": "blitar", + "id": "qa_519_q1" + } + ] + }, + { + "context": "khansa putri santoso lahir pada 17 juli 1956 di surabaya", + "tokens": [ + "khansa", + "putri", + "santoso", + "lahir", + "pada", + "17", + "juli", + "1956", + "di", + "surabaya" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana khansa lahir ___", + "answer": "surabaya", + "id": "qa_520_q1" + } + ] + }, + { + "context": "vivin ayuningtyas lahir pada 21 oktober 1961 di tasikmalaya", + "tokens": [ + "vivin", + "ayuningtyas", + "lahir", + "pada", + "21", + "oktober", + "1961", + "di", + "tasikmalaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan vivin lahir ___", + "answer": "21 oktober 1961", + "id": "qa_521_q1" + } + ] + }, + { + "context": "sari lahir pada 3 september 2002 di magelang", + "tokens": [ + "sari", + "lahir", + "pada", + "3", + "september", + "2002", + "di", + "magelang" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa sari lahir ___", + "answer": "3 september 2002", + "id": "qa_522_q1" + } + ] + }, + { + "context": "nadya pratama lahir pada 26 oktober 1940 di magelang", + "tokens": [ + "nadya", + "pratama", + "lahir", + "pada", + "26", + "oktober", + "1940", + "di", + "magelang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa nadya lahir ___", + "answer": "26 oktober 1940", + "id": "qa_523_q1" + } + ] + }, + { + "context": "sari saputra lahir pada 1 september 2001 di salatiga", + "tokens": [ + "sari", + "saputra", + "lahir", + "pada", + "1", + "september", + "2001", + "di", + "salatiga" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana sari lahir ___", + "answer": "salatiga", + "id": "qa_524_q1" + } + ] + }, + { + "context": "nadya fauziah lahir pada 19 februari 1984 di pekanbaru", + "tokens": [ + "nadya", + "fauziah", + "lahir", + "pada", + "19", + "februari", + "1984", + "di", + "pekanbaru" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan nadya lahir ___", + "answer": "19 februari 1984", + "id": "qa_525_q1" + } + ] + }, + { + "context": "putri lahir pada 10 mei 1992 di makassar", + "tokens": ["putri", "lahir", "pada", "10", "mei", "1992", "di", "makassar"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana putri lahir ___", + "answer": "makassar", + "id": "qa_526_q1" + } + ] + }, + { + "context": "mario lahir pada 21 juni 1949 di jayapura", + "tokens": [ + "mario", + "lahir", + "pada", + "21", + "juni", + "1949", + "di", + "jayapura" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa mario lahir ___", + "answer": "21 juni 1949", + "id": "qa_527_q1" + } + ] + }, + { + "context": "luthfi suharto lahir pada 8 april 1951 di bandung", + "tokens": [ + "luthfi", + "suharto", + "lahir", + "pada", + "8", + "april", + "1951", + "di", + "bandung" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan luthfi lahir ___", + "answer": "8 april 1951", + "id": "qa_528_q1" + } + ] + }, + { + "context": "tania yuliana lahir pada 7 mei 1953 di solo", + "tokens": [ + "tania", + "yuliana", + "lahir", + "pada", + "7", + "mei", + "1953", + "di", + "solo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di solo ___", + "answer": "tania yuliana", + "id": "qa_529_q1" + } + ] + }, + { + "context": "udin lahir pada 10 april 1997 di cirebon", + "tokens": ["udin", "lahir", "pada", "10", "april", "1997", "di", "cirebon"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa udin lahir ___", + "answer": "10 april 1997", + "id": "qa_530_q1" + } + ] + }, + { + "context": "oki nina lahir pada 4 agustus 1979 di jakarta", + "tokens": [ + "oki", + "nina", + "lahir", + "pada", + "4", + "agustus", + "1979", + "di", + "jakarta" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di jakarta ___", + "answer": "oki nina", + "id": "qa_531_q1" + } + ] + }, + { + "context": "gina permana lahir pada 28 oktober 2003 di solo", + "tokens": [ + "gina", + "permana", + "lahir", + "pada", + "28", + "oktober", + "2003", + "di", + "solo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan gina lahir ___", + "answer": "28 oktober 2003", + "id": "qa_532_q1" + } + ] + }, + { + "context": "nadya faisal adewi lahir pada 26 september 1984 di depok", + "tokens": [ + "nadya", + "faisal", + "adewi", + "lahir", + "pada", + "26", + "september", + "1984", + "di", + "depok" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa nadya lahir ___", + "answer": "26 september 1984", + "id": "qa_533_q1" + } + ] + }, + { + "context": "zulfa pratiwi manurung lahir pada 21 oktober 2008 di semarang", + "tokens": [ + "zulfa", + "pratiwi", + "manurung", + "lahir", + "pada", + "21", + "oktober", + "2008", + "di", + "semarang" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana zulfa lahir ___", + "answer": "semarang", + "id": "qa_534_q1" + } + ] + }, + { + "context": "xenia zulfa lahir pada 4 agustus 1951 di serang", + "tokens": [ + "xenia", + "zulfa", + "lahir", + "pada", + "4", + "agustus", + "1951", + "di", + "serang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa xenia lahir ___", + "answer": "4 agustus 1951", + "id": "qa_535_q1" + } + ] + }, + { + "context": "oki lahir pada 13 juni 1985 di cilegon", + "tokens": ["oki", "lahir", "pada", "13", "juni", "1985", "di", "cilegon"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan oki lahir ___", + "answer": "13 juni 1985", + "id": "qa_536_q1" + } + ] + }, + { + "context": "yosef lahir pada 15 maret 1946 di pontianak", + "tokens": [ + "yosef", + "lahir", + "pada", + "15", + "maret", + "1946", + "di", + "pontianak" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan yosef lahir ___", + "answer": "15 maret 1946", + "id": "qa_537_q1" + } + ] + }, + { + "context": "oki lahir pada 28 mei 2008 di mataram", + "tokens": ["oki", "lahir", "pada", "28", "mei", "2008", "di", "mataram"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana oki lahir ___", + "answer": "mataram", + "id": "qa_538_q1" + } + ] + }, + { + "context": "mita pratama lahir pada 11 februari 1972 di serang", + "tokens": [ + "mita", + "pratama", + "lahir", + "pada", + "11", + "februari", + "1972", + "di", + "serang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana mita lahir ___", + "answer": "serang", + "id": "qa_539_q1" + } + ] + }, + { + "context": "qori lahir pada 10 oktober 1978 di cilegon", + "tokens": [ + "qori", + "lahir", + "pada", + "10", + "oktober", + "1978", + "di", + "cilegon" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di cilegon ___", + "answer": "qori", + "id": "qa_540_q1" + } + ] + }, + { + "context": "umi puspitasari lahir pada 12 februari 1981 di probolinggo", + "tokens": [ + "umi", + "puspitasari", + "lahir", + "pada", + "12", + "februari", + "1981", + "di", + "probolinggo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana umi lahir ___", + "answer": "probolinggo", + "id": "qa_541_q1" + } + ] + }, + { + "context": "mario febrianto lahir pada 7 juni 1988 di banjarmasin", + "tokens": [ + "mario", + "febrianto", + "lahir", + "pada", + "7", + "juni", + "1988", + "di", + "banjarmasin" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana mario lahir ___", + "answer": "banjarmasin", + "id": "qa_542_q1" + } + ] + }, + { + "context": "wawan nabila lahir pada 14 oktober 1977 di makassar", + "tokens": [ + "wawan", + "nabila", + "lahir", + "pada", + "14", + "oktober", + "1977", + "di", + "makassar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan wawan lahir ___", + "answer": "14 oktober 1977", + "id": "qa_543_q1" + } + ] + }, + { + "context": "qori sukma lahir pada 27 juni 1987 di pontianak", + "tokens": [ + "qori", + "sukma", + "lahir", + "pada", + "27", + "juni", + "1987", + "di", + "pontianak" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di pontianak ___", + "answer": "qori sukma", + "id": "qa_544_q1" + } + ] + }, + { + "context": "hari ardiansyah lahir pada 5 mei 1977 di jakarta", + "tokens": [ + "hari", + "ardiansyah", + "lahir", + "pada", + "5", + "mei", + "1977", + "di", + "jakarta" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa hari lahir ___", + "answer": "5 mei 1977", + "id": "qa_545_q1" + } + ] + }, + { + "context": "citra suryadi lahir pada 19 agustus 1948 di pekanbaru", + "tokens": [ + "citra", + "suryadi", + "lahir", + "pada", + "19", + "agustus", + "1948", + "di", + "pekanbaru" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana citra lahir ___", + "answer": "pekanbaru", + "id": "qa_546_q1" + } + ] + }, + { + "context": "surya suharto lahir pada 8 november 1990 di tegal", + "tokens": [ + "surya", + "suharto", + "lahir", + "pada", + "8", + "november", + "1990", + "di", + "tegal" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di tegal ___", + "answer": "surya suharto", + "id": "qa_547_q1" + } + ] + }, + { + "context": "sari saputra lahir pada 28 januari 1992 di blitar", + "tokens": [ + "sari", + "saputra", + "lahir", + "pada", + "28", + "januari", + "1992", + "di", + "blitar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di blitar ___", + "answer": "sari saputra", + "id": "qa_548_q1" + } + ] + }, + { + "context": "luthfi fadhilah lahir pada 20 juli 2006 di cirebon", + "tokens": [ + "luthfi", + "fadhilah", + "lahir", + "pada", + "20", + "juli", + "2006", + "di", + "cirebon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan luthfi lahir ___", + "answer": "20 juli 2006", + "id": "qa_549_q1" + } + ] + }, + { + "context": "vina hermawan lahir pada 1 april 1983 di manado", + "tokens": [ + "vina", + "hermawan", + "lahir", + "pada", + "1", + "april", + "1983", + "di", + "manado" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di manado ___", + "answer": "vina hermawan", + "id": "qa_550_q1" + } + ] + }, + { + "context": "rani puspitasari lahir pada 3 mei 1995 di samarinda", + "tokens": [ + "rani", + "puspitasari", + "lahir", + "pada", + "3", + "mei", + "1995", + "di", + "samarinda" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa rani lahir ___", + "answer": "3 mei 1995", + "id": "qa_551_q1" + } + ] + }, + { + "context": "vivin tania nabila lahir pada 3 oktober 2008 di kendari", + "tokens": [ + "vivin", + "tania", + "nabila", + "lahir", + "pada", + "3", + "oktober", + "2008", + "di", + "kendari" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa vivin lahir ___", + "answer": "3 oktober 2008", + "id": "qa_552_q1" + } + ] + }, + { + "context": "opik maulana lahir pada 2 februari 2000 di bandung", + "tokens": [ + "opik", + "maulana", + "lahir", + "pada", + "2", + "februari", + "2000", + "di", + "bandung" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di bandung ___", + "answer": "opik maulana", + "id": "qa_553_q1" + } + ] + }, + { + "context": "khansa anggraini lahir pada 27 november 2008 di jayapura", + "tokens": [ + "khansa", + "anggraini", + "lahir", + "pada", + "27", + "november", + "2008", + "di", + "jayapura" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di jayapura ___", + "answer": "khansa anggraini", + "id": "qa_554_q1" + } + ] + }, + { + "context": "teguh lahir pada 3 januari 1948 di jakarta", + "tokens": [ + "teguh", + "lahir", + "pada", + "3", + "januari", + "1948", + "di", + "jakarta" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana teguh lahir ___", + "answer": "jakarta", + "id": "qa_555_q1" + } + ] + }, + { + "context": "khansa lahir pada 24 oktober 1971 di solo", + "tokens": [ + "khansa", + "lahir", + "pada", + "24", + "oktober", + "1971", + "di", + "solo" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa khansa lahir ___", + "answer": "24 oktober 1971", + "id": "qa_556_q1" + } + ] + }, + { + "context": "dian wijaya lahir pada 12 april 2000 di kendari", + "tokens": [ + "dian", + "wijaya", + "lahir", + "pada", + "12", + "april", + "2000", + "di", + "kendari" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa dian lahir ___", + "answer": "12 april 2000", + "id": "qa_557_q1" + } + ] + }, + { + "context": "sari opik firmansyah lahir pada 25 september 1998 di kediri", + "tokens": [ + "sari", + "opik", + "firmansyah", + "lahir", + "pada", + "25", + "september", + "1998", + "di", + "kediri" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan sari lahir ___", + "answer": "25 september 1998", + "id": "qa_558_q1" + } + ] + }, + { + "context": "kiki manurung lahir pada 16 april 1989 di kediri", + "tokens": [ + "kiki", + "manurung", + "lahir", + "pada", + "16", + "april", + "1989", + "di", + "kediri" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana kiki lahir ___", + "answer": "kediri", + "id": "qa_559_q1" + } + ] + }, + { + "context": "nina eka kurniawan lahir pada 1 november 1996 di yogyakarta", + "tokens": [ + "nina", + "eka", + "kurniawan", + "lahir", + "pada", + "1", + "november", + "1996", + "di", + "yogyakarta" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana nina lahir ___", + "answer": "yogyakarta", + "id": "qa_560_q1" + } + ] + }, + { + "context": "farhan bayu lahir pada 4 mei 1955 di malang", + "tokens": [ + "farhan", + "bayu", + "lahir", + "pada", + "4", + "mei", + "1955", + "di", + "malang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa farhan lahir ___", + "answer": "4 mei 1955", + "id": "qa_561_q1" + } + ] + }, + { + "context": "luthfi laksono lahir pada 28 juni 1972 di serang", + "tokens": [ + "luthfi", + "laksono", + "lahir", + "pada", + "28", + "juni", + "1972", + "di", + "serang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan luthfi lahir ___", + "answer": "28 juni 1972", + "id": "qa_562_q1" + } + ] + }, + { + "context": "laila lahir pada 18 april 2000 di sukabumi", + "tokens": [ + "laila", + "lahir", + "pada", + "18", + "april", + "2000", + "di", + "sukabumi" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa laila lahir ___", + "answer": "18 april 2000", + "id": "qa_563_q1" + } + ] + }, + { + "context": "qori rachman lahir pada 1 maret 1986 di tegal", + "tokens": [ + "qori", + "rachman", + "lahir", + "pada", + "1", + "maret", + "1986", + "di", + "tegal" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di tegal ___", + "answer": "qori rachman", + "id": "qa_564_q1" + } + ] + }, + { + "context": "gina khansa suharto lahir pada 15 juni 2005 di yogyakarta", + "tokens": [ + "gina", + "khansa", + "suharto", + "lahir", + "pada", + "15", + "juni", + "2005", + "di", + "yogyakarta" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di yogyakarta ___", + "answer": "gina khansa suharto", + "id": "qa_565_q1" + } + ] + }, + { + "context": "kiki lahir pada 17 juli 1958 di kupang", + "tokens": ["kiki", "lahir", "pada", "17", "juli", "1958", "di", "kupang"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di kupang ___", + "answer": "kiki", + "id": "qa_566_q1" + } + ] + }, + { + "context": "zulfa wibowo lahir pada 23 januari 1942 di tasikmalaya", + "tokens": [ + "zulfa", + "wibowo", + "lahir", + "pada", + "23", + "januari", + "1942", + "di", + "tasikmalaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di tasikmalaya ___", + "answer": "zulfa wibowo", + "id": "qa_567_q1" + } + ] + }, + { + "context": "yana candra wibowo lahir pada 16 april 1948 di denpasar", + "tokens": [ + "yana", + "candra", + "wibowo", + "lahir", + "pada", + "16", + "april", + "1948", + "di", + "denpasar" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan yana lahir ___", + "answer": "16 april 1948", + "id": "qa_568_q1" + } + ] + }, + { + "context": "udin umi rachman lahir pada 3 juli 1989 di bekasi", + "tokens": [ + "udin", + "umi", + "rachman", + "lahir", + "pada", + "3", + "juli", + "1989", + "di", + "bekasi" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa udin lahir ___", + "answer": "3 juli 1989", + "id": "qa_569_q1" + } + ] + }, + { + "context": "sari faisal lahir pada 9 januari 1984 di probolinggo", + "tokens": [ + "sari", + "faisal", + "lahir", + "pada", + "9", + "januari", + "1984", + "di", + "probolinggo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana sari lahir ___", + "answer": "probolinggo", + "id": "qa_570_q1" + } + ] + }, + { + "context": "ernita handayani lahir pada 15 desember 1964 di kediri", + "tokens": [ + "ernita", + "handayani", + "lahir", + "pada", + "15", + "desember", + "1964", + "di", + "kediri" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan ernita lahir ___", + "answer": "15 desember 1964", + "id": "qa_571_q1" + } + ] + }, + { + "context": "ernita candra puspitasari lahir pada 26 april 1954 di padang", + "tokens": [ + "ernita", + "candra", + "puspitasari", + "lahir", + "pada", + "26", + "april", + "1954", + "di", + "padang" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di padang ___", + "answer": "ernita candra puspitasari", + "id": "qa_572_q1" + } + ] + }, + { + "context": "eka vivin pambudi lahir pada 5 april 1949 di pekanbaru", + "tokens": [ + "eka", + "vivin", + "pambudi", + "lahir", + "pada", + "5", + "april", + "1949", + "di", + "pekanbaru" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan eka lahir ___", + "answer": "5 april 1949", + "id": "qa_573_q1" + } + ] + }, + { + "context": "teguh putra lahir pada 25 februari 1961 di magelang", + "tokens": [ + "teguh", + "putra", + "lahir", + "pada", + "25", + "februari", + "1961", + "di", + "magelang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan teguh lahir ___", + "answer": "25 februari 1961", + "id": "qa_574_q1" + } + ] + }, + { + "context": "laila anggraini lahir pada 28 april 1940 di tegal", + "tokens": [ + "laila", + "anggraini", + "lahir", + "pada", + "28", + "april", + "1940", + "di", + "tegal" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan laila lahir ___", + "answer": "28 april 1940", + "id": "qa_575_q1" + } + ] + }, + { + "context": "umi wahyudi lahir pada 27 juni 1988 di manado", + "tokens": [ + "umi", + "wahyudi", + "lahir", + "pada", + "27", + "juni", + "1988", + "di", + "manado" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana umi lahir ___", + "answer": "manado", + "id": "qa_576_q1" + } + ] + }, + { + "context": "farhan hidayat lahir pada 11 september 1961 di denpasar", + "tokens": [ + "farhan", + "hidayat", + "lahir", + "pada", + "11", + "september", + "1961", + "di", + "denpasar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di denpasar ___", + "answer": "farhan hidayat", + "id": "qa_577_q1" + } + ] + }, + { + "context": "gina eka rosadi lahir pada 22 februari 1964 di bogor", + "tokens": [ + "gina", + "eka", + "rosadi", + "lahir", + "pada", + "22", + "februari", + "1964", + "di", + "bogor" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana gina lahir ___", + "answer": "bogor", + "id": "qa_578_q1" + } + ] + }, + { + "context": "mita mario saputri lahir pada 6 agustus 1977 di denpasar", + "tokens": [ + "mita", + "mario", + "saputri", + "lahir", + "pada", + "6", + "agustus", + "1977", + "di", + "denpasar" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa mita lahir ___", + "answer": "6 agustus 1977", + "id": "qa_579_q1" + } + ] + }, + { + "context": "dewi nabila lahir pada 21 desember 1980 di kendari", + "tokens": [ + "dewi", + "nabila", + "lahir", + "pada", + "21", + "desember", + "1980", + "di", + "kendari" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa dewi lahir ___", + "answer": "21 desember 1980", + "id": "qa_580_q1" + } + ] + }, + { + "context": "nina rachman lahir pada 20 mei 1981 di kediri", + "tokens": [ + "nina", + "rachman", + "lahir", + "pada", + "20", + "mei", + "1981", + "di", + "kediri" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan nina lahir ___", + "answer": "20 mei 1981", + "id": "qa_581_q1" + } + ] + }, + { + "context": "farhan permana lahir pada 17 oktober 1947 di salatiga", + "tokens": [ + "farhan", + "permana", + "lahir", + "pada", + "17", + "oktober", + "1947", + "di", + "salatiga" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di salatiga ___", + "answer": "farhan permana", + "id": "qa_582_q1" + } + ] + }, + { + "context": "rahmat hermawan lahir pada 12 september 1995 di tegal", + "tokens": [ + "rahmat", + "hermawan", + "lahir", + "pada", + "12", + "september", + "1995", + "di", + "tegal" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa rahmat lahir ___", + "answer": "12 september 1995", + "id": "qa_583_q1" + } + ] + }, + { + "context": "zain wirawan lahir pada 3 mei 1999 di semarang", + "tokens": [ + "zain", + "wirawan", + "lahir", + "pada", + "3", + "mei", + "1999", + "di", + "semarang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana zain lahir ___", + "answer": "semarang", + "id": "qa_584_q1" + } + ] + }, + { + "context": "hendra lahir pada 1 juni 1940 di pekanbaru", + "tokens": [ + "hendra", + "lahir", + "pada", + "1", + "juni", + "1940", + "di", + "pekanbaru" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di pekanbaru ___", + "answer": "hendra", + "id": "qa_585_q1" + } + ] + }, + { + "context": "umi hidayat lahir pada 15 november 2007 di magelang", + "tokens": [ + "umi", + "hidayat", + "lahir", + "pada", + "15", + "november", + "2007", + "di", + "magelang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di magelang ___", + "answer": "umi hidayat", + "id": "qa_586_q1" + } + ] + }, + { + "context": "tania putra lahir pada 1 juli 1983 di depok", + "tokens": [ + "tania", + "putra", + "lahir", + "pada", + "1", + "juli", + "1983", + "di", + "depok" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana tania lahir ___", + "answer": "depok", + "id": "qa_587_q1" + } + ] + }, + { + "context": "rahmat lahir pada 7 mei 2001 di magelang", + "tokens": ["rahmat", "lahir", "pada", "7", "mei", "2001", "di", "magelang"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana rahmat lahir ___", + "answer": "magelang", + "id": "qa_588_q1" + } + ] + }, + { + "context": "ilham lahir pada 1 februari 1943 di depok", + "tokens": [ + "ilham", + "lahir", + "pada", + "1", + "februari", + "1943", + "di", + "depok" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana ilham lahir ___", + "answer": "depok", + "id": "qa_589_q1" + } + ] + }, + { + "context": "zain lahir pada 15 november 1949 di sidoarjo", + "tokens": [ + "zain", + "lahir", + "pada", + "15", + "november", + "1949", + "di", + "sidoarjo" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di sidoarjo ___", + "answer": "zain", + "id": "qa_590_q1" + } + ] + }, + { + "context": "joko rahmat nugroho lahir pada 19 januari 1947 di cilegon", + "tokens": [ + "joko", + "rahmat", + "nugroho", + "lahir", + "pada", + "19", + "januari", + "1947", + "di", + "cilegon" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa joko lahir ___", + "answer": "19 januari 1947", + "id": "qa_591_q1" + } + ] + }, + { + "context": "surya oki santoso lahir pada 4 januari 2006 di pekanbaru", + "tokens": [ + "surya", + "oki", + "santoso", + "lahir", + "pada", + "4", + "januari", + "2006", + "di", + "pekanbaru" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di pekanbaru ___", + "answer": "surya oki santoso", + "id": "qa_592_q1" + } + ] + }, + { + "context": "khansa lahir pada 10 september 1991 di manado", + "tokens": [ + "khansa", + "lahir", + "pada", + "10", + "september", + "1991", + "di", + "manado" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa khansa lahir ___", + "answer": "10 september 1991", + "id": "qa_593_q1" + } + ] + }, + { + "context": "aditya budi wahyudi lahir pada 17 februari 1965 di tasikmalaya", + "tokens": [ + "aditya", + "budi", + "wahyudi", + "lahir", + "pada", + "17", + "februari", + "1965", + "di", + "tasikmalaya" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana aditya lahir ___", + "answer": "tasikmalaya", + "id": "qa_594_q1" + } + ] + }, + { + "context": "bayu rosadi lahir pada 26 maret 1994 di palembang", + "tokens": [ + "bayu", + "rosadi", + "lahir", + "pada", + "26", + "maret", + "1994", + "di", + "palembang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan bayu lahir ___", + "answer": "26 maret 1994", + "id": "qa_595_q1" + } + ] + }, + { + "context": "pratiwi tania lahir pada 8 maret 2004 di jayapura", + "tokens": [ + "pratiwi", + "tania", + "lahir", + "pada", + "8", + "maret", + "2004", + "di", + "jayapura" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa pratiwi lahir ___", + "answer": "8 maret 2004", + "id": "qa_596_q1" + } + ] + }, + { + "context": "zain martini lahir pada 4 desember 1951 di purwokerto", + "tokens": [ + "zain", + "martini", + "lahir", + "pada", + "4", + "desember", + "1951", + "di", + "purwokerto" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di purwokerto ___", + "answer": "zain martini", + "id": "qa_597_q1" + } + ] + }, + { + "context": "teguh hidayat lahir pada 26 mei 1953 di sukabumi", + "tokens": [ + "teguh", + "hidayat", + "lahir", + "pada", + "26", + "mei", + "1953", + "di", + "sukabumi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di sukabumi ___", + "answer": "teguh hidayat", + "id": "qa_598_q1" + } + ] + }, + { + "context": "dewi zulfa fadhilah lahir pada 1 maret 2009 di depok", + "tokens": [ + "dewi", + "zulfa", + "fadhilah", + "lahir", + "pada", + "1", + "maret", + "2009", + "di", + "depok" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa dewi lahir ___", + "answer": "1 maret 2009", + "id": "qa_599_q1" + } + ] + }, + { + "context": "vina nabila lahir pada 21 juli 1964 di manado", + "tokens": [ + "vina", + "nabila", + "lahir", + "pada", + "21", + "juli", + "1964", + "di", + "manado" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di manado ___", + "answer": "vina nabila", + "id": "qa_600_q1" + } + ] + }, + { + "context": "vina laksono lahir pada 5 mei 1945 di bandung", + "tokens": [ + "vina", + "laksono", + "lahir", + "pada", + "5", + "mei", + "1945", + "di", + "bandung" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di bandung ___", + "answer": "vina laksono", + "id": "qa_601_q1" + } + ] + }, + { + "context": "tania citra putra lahir pada 17 februari 1979 di salatiga", + "tokens": [ + "tania", + "citra", + "putra", + "lahir", + "pada", + "17", + "februari", + "1979", + "di", + "salatiga" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana tania lahir ___", + "answer": "salatiga", + "id": "qa_602_q1" + } + ] + }, + { + "context": "ernita arifin lahir pada 20 januari 1960 di magelang", + "tokens": [ + "ernita", + "arifin", + "lahir", + "pada", + "20", + "januari", + "1960", + "di", + "magelang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa ernita lahir ___", + "answer": "20 januari 1960", + "id": "qa_603_q1" + } + ] + }, + { + "context": "xenia maulana lahir pada 9 januari 1971 di manado", + "tokens": [ + "xenia", + "maulana", + "lahir", + "pada", + "9", + "januari", + "1971", + "di", + "manado" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di manado ___", + "answer": "xenia maulana", + "id": "qa_604_q1" + } + ] + }, + { + "context": "nadya ardiansyah lahir pada 7 april 1961 di depok", + "tokens": [ + "nadya", + "ardiansyah", + "lahir", + "pada", + "7", + "april", + "1961", + "di", + "depok" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan nadya lahir ___", + "answer": "7 april 1961", + "id": "qa_605_q1" + } + ] + }, + { + "context": "budi lahir pada 23 juli 1980 di cilegon", + "tokens": ["budi", "lahir", "pada", "23", "juli", "1980", "di", "cilegon"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di cilegon ___", + "answer": "budi", + "id": "qa_606_q1" + } + ] + }, + { + "context": "agus febrianto lahir pada 6 februari 1961 di yogyakarta", + "tokens": [ + "agus", + "febrianto", + "lahir", + "pada", + "6", + "februari", + "1961", + "di", + "yogyakarta" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa agus lahir ___", + "answer": "6 februari 1961", + "id": "qa_607_q1" + } + ] + }, + { + "context": "candra rizki lahir pada 22 desember 1955 di probolinggo", + "tokens": [ + "candra", + "rizki", + "lahir", + "pada", + "22", + "desember", + "1955", + "di", + "probolinggo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di probolinggo ___", + "answer": "candra rizki", + "id": "qa_608_q1" + } + ] + }, + { + "context": "vivin xenia suharto lahir pada 12 november 1945 di ambon", + "tokens": [ + "vivin", + "xenia", + "suharto", + "lahir", + "pada", + "12", + "november", + "1945", + "di", + "ambon" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan vivin lahir ___", + "answer": "12 november 1945", + "id": "qa_609_q1" + } + ] + }, + { + "context": "farhan rizki lahir pada 25 juni 1961 di probolinggo", + "tokens": [ + "farhan", + "rizki", + "lahir", + "pada", + "25", + "juni", + "1961", + "di", + "probolinggo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa farhan lahir ___", + "answer": "25 juni 1961", + "id": "qa_610_q1" + } + ] + }, + { + "context": "bayu nabila lahir pada 17 januari 1988 di solo", + "tokens": [ + "bayu", + "nabila", + "lahir", + "pada", + "17", + "januari", + "1988", + "di", + "solo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana bayu lahir ___", + "answer": "solo", + "id": "qa_611_q1" + } + ] + }, + { + "context": "umi saputra lahir pada 17 maret 1982 di tasikmalaya", + "tokens": [ + "umi", + "saputra", + "lahir", + "pada", + "17", + "maret", + "1982", + "di", + "tasikmalaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa umi lahir ___", + "answer": "17 maret 1982", + "id": "qa_612_q1" + } + ] + }, + { + "context": "yosef lahir pada 21 agustus 2008 di tegal", + "tokens": [ + "yosef", + "lahir", + "pada", + "21", + "agustus", + "2008", + "di", + "tegal" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana yosef lahir ___", + "answer": "tegal", + "id": "qa_613_q1" + } + ] + }, + { + "context": "zain lahir pada 12 maret 1941 di yogyakarta", + "tokens": [ + "zain", + "lahir", + "pada", + "12", + "maret", + "1941", + "di", + "yogyakarta" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana zain lahir ___", + "answer": "yogyakarta", + "id": "qa_614_q1" + } + ] + }, + { + "context": "gina ardiansyah lahir pada 7 januari 1957 di cilegon", + "tokens": [ + "gina", + "ardiansyah", + "lahir", + "pada", + "7", + "januari", + "1957", + "di", + "cilegon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana gina lahir ___", + "answer": "cilegon", + "id": "qa_615_q1" + } + ] + }, + { + "context": "citra lahir pada 22 mei 1954 di medan", + "tokens": ["citra", "lahir", "pada", "22", "mei", "1954", "di", "medan"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan citra lahir ___", + "answer": "22 mei 1954", + "id": "qa_616_q1" + } + ] + }, + { + "context": "yosef febrianto lahir pada 20 juli 1988 di probolinggo", + "tokens": [ + "yosef", + "febrianto", + "lahir", + "pada", + "20", + "juli", + "1988", + "di", + "probolinggo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana yosef lahir ___", + "answer": "probolinggo", + "id": "qa_617_q1" + } + ] + }, + { + "context": "opik wibowo lahir pada 14 juli 1977 di tasikmalaya", + "tokens": [ + "opik", + "wibowo", + "lahir", + "pada", + "14", + "juli", + "1977", + "di", + "tasikmalaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan opik lahir ___", + "answer": "14 juli 1977", + "id": "qa_618_q1" + } + ] + }, + { + "context": "rani wahyudi lahir pada 8 juni 1948 di bandung", + "tokens": [ + "rani", + "wahyudi", + "lahir", + "pada", + "8", + "juni", + "1948", + "di", + "bandung" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana rani lahir ___", + "answer": "bandung", + "id": "qa_619_q1" + } + ] + }, + { + "context": "rahmat ramadhan lahir pada 19 agustus 2010 di jakarta", + "tokens": [ + "rahmat", + "ramadhan", + "lahir", + "pada", + "19", + "agustus", + "2010", + "di", + "jakarta" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di jakarta ___", + "answer": "rahmat ramadhan", + "id": "qa_620_q1" + } + ] + }, + { + "context": "dian indrawan lahir pada 14 november 1962 di ambon", + "tokens": [ + "dian", + "indrawan", + "lahir", + "pada", + "14", + "november", + "1962", + "di", + "ambon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di ambon ___", + "answer": "dian indrawan", + "id": "qa_621_q1" + } + ] + }, + { + "context": "vivin mita manurung lahir pada 16 mei 1992 di palembang", + "tokens": [ + "vivin", + "mita", + "manurung", + "lahir", + "pada", + "16", + "mei", + "1992", + "di", + "palembang" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa vivin lahir ___", + "answer": "16 mei 1992", + "id": "qa_622_q1" + } + ] + }, + { + "context": "zain nugroho lahir pada 9 april 1975 di manado", + "tokens": [ + "zain", + "nugroho", + "lahir", + "pada", + "9", + "april", + "1975", + "di", + "manado" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa zain lahir ___", + "answer": "9 april 1975", + "id": "qa_623_q1" + } + ] + }, + { + "context": "joni rachman lahir pada 19 agustus 1970 di tegal", + "tokens": [ + "joni", + "rachman", + "lahir", + "pada", + "19", + "agustus", + "1970", + "di", + "tegal" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana joni lahir ___", + "answer": "tegal", + "id": "qa_624_q1" + } + ] + }, + { + "context": "qori suryadi lahir pada 19 april 2005 di sukabumi", + "tokens": [ + "qori", + "suryadi", + "lahir", + "pada", + "19", + "april", + "2005", + "di", + "sukabumi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di sukabumi ___", + "answer": "qori suryadi", + "id": "qa_625_q1" + } + ] + }, + { + "context": "hendra wijaya lahir pada 23 september 1983 di palembang", + "tokens": [ + "hendra", + "wijaya", + "lahir", + "pada", + "23", + "september", + "1983", + "di", + "palembang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana hendra lahir ___", + "answer": "palembang", + "id": "qa_626_q1" + } + ] + }, + { + "context": "khansa rizki lahir pada 3 november 2003 di kediri", + "tokens": [ + "khansa", + "rizki", + "lahir", + "pada", + "3", + "november", + "2003", + "di", + "kediri" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan khansa lahir ___", + "answer": "3 november 2003", + "id": "qa_627_q1" + } + ] + }, + { + "context": "luthfi lahir pada 3 juli 1985 di padang", + "tokens": ["luthfi", "lahir", "pada", "3", "juli", "1985", "di", "padang"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan luthfi lahir ___", + "answer": "3 juli 1985", + "id": "qa_628_q1" + } + ] + }, + { + "context": "eka puspitasari lahir pada 1 mei 1987 di samarinda", + "tokens": [ + "eka", + "puspitasari", + "lahir", + "pada", + "1", + "mei", + "1987", + "di", + "samarinda" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan eka lahir ___", + "answer": "1 mei 1987", + "id": "qa_629_q1" + } + ] + }, + { + "context": "pratiwi ramadhan lahir pada 2 september 1984 di kediri", + "tokens": [ + "pratiwi", + "ramadhan", + "lahir", + "pada", + "2", + "september", + "1984", + "di", + "kediri" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa pratiwi lahir ___", + "answer": "2 september 1984", + "id": "qa_630_q1" + } + ] + }, + { + "context": "opik wirawan lahir pada 22 agustus 1955 di kendari", + "tokens": [ + "opik", + "wirawan", + "lahir", + "pada", + "22", + "agustus", + "1955", + "di", + "kendari" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa opik lahir ___", + "answer": "22 agustus 1955", + "id": "qa_631_q1" + } + ] + }, + { + "context": "bayu pratiwi lahir pada 17 oktober 1975 di jakarta", + "tokens": [ + "bayu", + "pratiwi", + "lahir", + "pada", + "17", + "oktober", + "1975", + "di", + "jakarta" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di jakarta ___", + "answer": "bayu pratiwi", + "id": "qa_632_q1" + } + ] + }, + { + "context": "teguh saputri lahir pada 12 agustus 1942 di gianyar", + "tokens": [ + "teguh", + "saputri", + "lahir", + "pada", + "12", + "agustus", + "1942", + "di", + "gianyar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana teguh lahir ___", + "answer": "gianyar", + "id": "qa_633_q1" + } + ] + }, + { + "context": "dewi rani lahir pada 11 september 1951 di surabaya", + "tokens": [ + "dewi", + "rani", + "lahir", + "pada", + "11", + "september", + "1951", + "di", + "surabaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan dewi lahir ___", + "answer": "11 september 1951", + "id": "qa_634_q1" + } + ] + }, + { + "context": "nadya tania utama lahir pada 16 februari 1943 di ambon", + "tokens": [ + "nadya", + "tania", + "utama", + "lahir", + "pada", + "16", + "februari", + "1943", + "di", + "ambon" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa nadya lahir ___", + "answer": "16 februari 1943", + "id": "qa_635_q1" + } + ] + }, + { + "context": "pratiwi qori kurniawan lahir pada 12 september 1948 di jakarta", + "tokens": [ + "pratiwi", + "qori", + "kurniawan", + "lahir", + "pada", + "12", + "september", + "1948", + "di", + "jakarta" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa pratiwi lahir ___", + "answer": "12 september 1948", + "id": "qa_636_q1" + } + ] + }, + { + "context": "vina sari handayani lahir pada 27 maret 2001 di jember", + "tokens": [ + "vina", + "sari", + "handayani", + "lahir", + "pada", + "27", + "maret", + "2001", + "di", + "jember" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di jember ___", + "answer": "vina sari handayani", + "id": "qa_637_q1" + } + ] + }, + { + "context": "galuh lahir pada 24 september 1944 di blitar", + "tokens": [ + "galuh", + "lahir", + "pada", + "24", + "september", + "1944", + "di", + "blitar" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di blitar ___", + "answer": "galuh", + "id": "qa_638_q1" + } + ] + }, + { + "context": "hendra pratama lahir pada 1 desember 1971 di semarang", + "tokens": [ + "hendra", + "pratama", + "lahir", + "pada", + "1", + "desember", + "1971", + "di", + "semarang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di semarang ___", + "answer": "hendra pratama", + "id": "qa_639_q1" + } + ] + }, + { + "context": "pratiwi lahir pada 22 januari 1945 di surabaya", + "tokens": [ + "pratiwi", + "lahir", + "pada", + "22", + "januari", + "1945", + "di", + "surabaya" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa pratiwi lahir ___", + "answer": "22 januari 1945", + "id": "qa_640_q1" + } + ] + }, + { + "context": "faisal lahir pada 22 juli 1940 di palembang", + "tokens": [ + "faisal", + "lahir", + "pada", + "22", + "juli", + "1940", + "di", + "palembang" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di palembang ___", + "answer": "faisal", + "id": "qa_641_q1" + } + ] + }, + { + "context": "rahmat lahir pada 9 juni 1987 di pontianak", + "tokens": [ + "rahmat", + "lahir", + "pada", + "9", + "juni", + "1987", + "di", + "pontianak" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan rahmat lahir ___", + "answer": "9 juni 1987", + "id": "qa_642_q1" + } + ] + }, + { + "context": "wawan lahir pada 17 desember 1968 di samarinda", + "tokens": [ + "wawan", + "lahir", + "pada", + "17", + "desember", + "1968", + "di", + "samarinda" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa wawan lahir ___", + "answer": "17 desember 1968", + "id": "qa_643_q1" + } + ] + }, + { + "context": "xenia galuh lahir pada 21 agustus 1985 di denpasar", + "tokens": [ + "xenia", + "galuh", + "lahir", + "pada", + "21", + "agustus", + "1985", + "di", + "denpasar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa xenia lahir ___", + "answer": "21 agustus 1985", + "id": "qa_644_q1" + } + ] + }, + { + "context": "zulfa bayu lahir pada 3 desember 1977 di tasikmalaya", + "tokens": [ + "zulfa", + "bayu", + "lahir", + "pada", + "3", + "desember", + "1977", + "di", + "tasikmalaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan zulfa lahir ___", + "answer": "3 desember 1977", + "id": "qa_645_q1" + } + ] + }, + { + "context": "bayu fauziah lahir pada 28 april 1979 di sukabumi", + "tokens": [ + "bayu", + "fauziah", + "lahir", + "pada", + "28", + "april", + "1979", + "di", + "sukabumi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di sukabumi ___", + "answer": "bayu fauziah", + "id": "qa_646_q1" + } + ] + }, + { + "context": "yosef yosef widodo lahir pada 12 mei 1998 di jayapura", + "tokens": [ + "yosef", + "yosef", + "widodo", + "lahir", + "pada", + "12", + "mei", + "1998", + "di", + "jayapura" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa yosef lahir ___", + "answer": "12 mei 1998", + "id": "qa_647_q1" + } + ] + }, + { + "context": "putri candra wijaya lahir pada 6 januari 1943 di kupang", + "tokens": [ + "putri", + "candra", + "wijaya", + "lahir", + "pada", + "6", + "januari", + "1943", + "di", + "kupang" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di kupang ___", + "answer": "putri candra wijaya", + "id": "qa_648_q1" + } + ] + }, + { + "context": "agus lahir pada 22 juli 1999 di ambon", + "tokens": ["agus", "lahir", "pada", "22", "juli", "1999", "di", "ambon"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di ambon ___", + "answer": "agus", + "id": "qa_649_q1" + } + ] + }, + { + "context": "candra ayuningtyas lahir pada 27 mei 1981 di cirebon", + "tokens": [ + "candra", + "ayuningtyas", + "lahir", + "pada", + "27", + "mei", + "1981", + "di", + "cirebon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di cirebon ___", + "answer": "candra ayuningtyas", + "id": "qa_650_q1" + } + ] + }, + { + "context": "zulfa hermawan lahir pada 26 januari 1966 di denpasar", + "tokens": [ + "zulfa", + "hermawan", + "lahir", + "pada", + "26", + "januari", + "1966", + "di", + "denpasar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di denpasar ___", + "answer": "zulfa hermawan", + "id": "qa_651_q1" + } + ] + }, + { + "context": "zain firmansyah lahir pada 10 februari 1973 di magelang", + "tokens": [ + "zain", + "firmansyah", + "lahir", + "pada", + "10", + "februari", + "1973", + "di", + "magelang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan zain lahir ___", + "answer": "10 februari 1973", + "id": "qa_652_q1" + } + ] + }, + { + "context": "laila gina saputri lahir pada 3 maret 2006 di samarinda", + "tokens": [ + "laila", + "gina", + "saputri", + "lahir", + "pada", + "3", + "maret", + "2006", + "di", + "samarinda" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di samarinda ___", + "answer": "laila gina saputri", + "id": "qa_653_q1" + } + ] + }, + { + "context": "zain budi arto lahir pada 21 november 1980 di medan", + "tokens": [ + "zain", + "budi", + "arto", + "lahir", + "pada", + "21", + "november", + "1980", + "di", + "medan" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana zain lahir ___", + "answer": "medan", + "id": "qa_654_q1" + } + ] + }, + { + "context": "opik lahir pada 28 agustus 1944 di bekasi", + "tokens": [ + "opik", + "lahir", + "pada", + "28", + "agustus", + "1944", + "di", + "bekasi" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di bekasi ___", + "answer": "opik", + "id": "qa_655_q1" + } + ] + }, + { + "context": "vina lahir pada 18 juli 2006 di serang", + "tokens": ["vina", "lahir", "pada", "18", "juli", "2006", "di", "serang"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana vina lahir ___", + "answer": "serang", + "id": "qa_656_q1" + } + ] + }, + { + "context": "nadya dewi lahir pada 24 desember 1963 di semarang", + "tokens": [ + "nadya", + "dewi", + "lahir", + "pada", + "24", + "desember", + "1963", + "di", + "semarang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan nadya lahir ___", + "answer": "24 desember 1963", + "id": "qa_657_q1" + } + ] + }, + { + "context": "surya nadya rizki lahir pada 1 juli 1967 di salatiga", + "tokens": [ + "surya", + "nadya", + "rizki", + "lahir", + "pada", + "1", + "juli", + "1967", + "di", + "salatiga" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di salatiga ___", + "answer": "surya nadya rizki", + "id": "qa_658_q1" + } + ] + }, + { + "context": "zulfa santoso lahir pada 19 oktober 1975 di magelang", + "tokens": [ + "zulfa", + "santoso", + "lahir", + "pada", + "19", + "oktober", + "1975", + "di", + "magelang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di magelang ___", + "answer": "zulfa santoso", + "id": "qa_659_q1" + } + ] + }, + { + "context": "rahmat yuliana lahir pada 16 januari 1975 di denpasar", + "tokens": [ + "rahmat", + "yuliana", + "lahir", + "pada", + "16", + "januari", + "1975", + "di", + "denpasar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa rahmat lahir ___", + "answer": "16 januari 1975", + "id": "qa_660_q1" + } + ] + }, + { + "context": "nadya dewi suryadi lahir pada 23 september 1965 di kediri", + "tokens": [ + "nadya", + "dewi", + "suryadi", + "lahir", + "pada", + "23", + "september", + "1965", + "di", + "kediri" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana nadya lahir ___", + "answer": "kediri", + "id": "qa_661_q1" + } + ] + }, + { + "context": "qori ramadhan lahir pada 25 maret 1956 di cirebon", + "tokens": [ + "qori", + "ramadhan", + "lahir", + "pada", + "25", + "maret", + "1956", + "di", + "cirebon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana qori lahir ___", + "answer": "cirebon", + "id": "qa_662_q1" + } + ] + }, + { + "context": "bayu saputra lahir pada 28 mei 1952 di pekanbaru", + "tokens": [ + "bayu", + "saputra", + "lahir", + "pada", + "28", + "mei", + "1952", + "di", + "pekanbaru" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan bayu lahir ___", + "answer": "28 mei 1952", + "id": "qa_663_q1" + } + ] + }, + { + "context": "nadya luthfi fadhilah lahir pada 22 agustus 1995 di palembang", + "tokens": [ + "nadya", + "luthfi", + "fadhilah", + "lahir", + "pada", + "22", + "agustus", + "1995", + "di", + "palembang" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana nadya lahir ___", + "answer": "palembang", + "id": "qa_664_q1" + } + ] + }, + { + "context": "khansa luthfi lahir pada 26 april 2005 di sidoarjo", + "tokens": [ + "khansa", + "luthfi", + "lahir", + "pada", + "26", + "april", + "2005", + "di", + "sidoarjo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di sidoarjo ___", + "answer": "khansa luthfi", + "id": "qa_665_q1" + } + ] + }, + { + "context": "putri laksono lahir pada 2 februari 1979 di gianyar", + "tokens": [ + "putri", + "laksono", + "lahir", + "pada", + "2", + "februari", + "1979", + "di", + "gianyar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan putri lahir ___", + "answer": "2 februari 1979", + "id": "qa_666_q1" + } + ] + }, + { + "context": "dewi widodo lahir pada 6 desember 1992 di tegal", + "tokens": [ + "dewi", + "widodo", + "lahir", + "pada", + "6", + "desember", + "1992", + "di", + "tegal" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan dewi lahir ___", + "answer": "6 desember 1992", + "id": "qa_667_q1" + } + ] + }, + { + "context": "bayu mita firmansyah lahir pada 9 juni 1978 di cilegon", + "tokens": [ + "bayu", + "mita", + "firmansyah", + "lahir", + "pada", + "9", + "juni", + "1978", + "di", + "cilegon" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa bayu lahir ___", + "answer": "9 juni 1978", + "id": "qa_668_q1" + } + ] + }, + { + "context": "hendra nina lahir pada 18 november 1950 di manado", + "tokens": [ + "hendra", + "nina", + "lahir", + "pada", + "18", + "november", + "1950", + "di", + "manado" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana hendra lahir ___", + "answer": "manado", + "id": "qa_669_q1" + } + ] + }, + { + "context": "tania pratama lahir pada 22 november 2008 di serang", + "tokens": [ + "tania", + "pratama", + "lahir", + "pada", + "22", + "november", + "2008", + "di", + "serang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana tania lahir ___", + "answer": "serang", + "id": "qa_670_q1" + } + ] + }, + { + "context": "udin lahir pada 21 januari 1999 di jember", + "tokens": [ + "udin", + "lahir", + "pada", + "21", + "januari", + "1999", + "di", + "jember" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan udin lahir ___", + "answer": "21 januari 1999", + "id": "qa_671_q1" + } + ] + }, + { + "context": "surya permana lahir pada 2 desember 1998 di sukabumi", + "tokens": [ + "surya", + "permana", + "lahir", + "pada", + "2", + "desember", + "1998", + "di", + "sukabumi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana surya lahir ___", + "answer": "sukabumi", + "id": "qa_672_q1" + } + ] + }, + { + "context": "gina dian permana lahir pada 17 september 1943 di bogor", + "tokens": [ + "gina", + "dian", + "permana", + "lahir", + "pada", + "17", + "september", + "1943", + "di", + "bogor" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan gina lahir ___", + "answer": "17 september 1943", + "id": "qa_673_q1" + } + ] + }, + { + "context": "pratiwi rizki lahir pada 20 juli 1961 di kediri", + "tokens": [ + "pratiwi", + "rizki", + "lahir", + "pada", + "20", + "juli", + "1961", + "di", + "kediri" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di kediri ___", + "answer": "pratiwi rizki", + "id": "qa_674_q1" + } + ] + }, + { + "context": "rani lahir pada 8 januari 1965 di pontianak", + "tokens": [ + "rani", + "lahir", + "pada", + "8", + "januari", + "1965", + "di", + "pontianak" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa rani lahir ___", + "answer": "8 januari 1965", + "id": "qa_675_q1" + } + ] + }, + { + "context": "xenia oki lahir pada 25 juli 1951 di cirebon", + "tokens": [ + "xenia", + "oki", + "lahir", + "pada", + "25", + "juli", + "1951", + "di", + "cirebon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana xenia lahir ___", + "answer": "cirebon", + "id": "qa_676_q1" + } + ] + }, + { + "context": "gina umi lahir pada 9 april 1970 di jember", + "tokens": [ + "gina", + "umi", + "lahir", + "pada", + "9", + "april", + "1970", + "di", + "jember" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana gina lahir ___", + "answer": "jember", + "id": "qa_677_q1" + } + ] + }, + { + "context": "laila lahir pada 9 oktober 1958 di kupang", + "tokens": [ + "laila", + "lahir", + "pada", + "9", + "oktober", + "1958", + "di", + "kupang" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di kupang ___", + "answer": "laila", + "id": "qa_678_q1" + } + ] + }, + { + "context": "yana mario lahir pada 2 juli 1946 di probolinggo", + "tokens": [ + "yana", + "mario", + "lahir", + "pada", + "2", + "juli", + "1946", + "di", + "probolinggo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di probolinggo ___", + "answer": "yana mario", + "id": "qa_679_q1" + } + ] + }, + { + "context": "rahmat manurung lahir pada 1 februari 2003 di surabaya", + "tokens": [ + "rahmat", + "manurung", + "lahir", + "pada", + "1", + "februari", + "2003", + "di", + "surabaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di surabaya ___", + "answer": "rahmat manurung", + "id": "qa_680_q1" + } + ] + }, + { + "context": "zain lahir pada 23 juni 1970 di blitar", + "tokens": ["zain", "lahir", "pada", "23", "juni", "1970", "di", "blitar"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana zain lahir ___", + "answer": "blitar", + "id": "qa_681_q1" + } + ] + }, + { + "context": "luthfi wahyudi lahir pada 25 januari 1991 di denpasar", + "tokens": [ + "luthfi", + "wahyudi", + "lahir", + "pada", + "25", + "januari", + "1991", + "di", + "denpasar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di denpasar ___", + "answer": "luthfi wahyudi", + "id": "qa_682_q1" + } + ] + }, + { + "context": "vina khansa martini lahir pada 25 maret 1966 di sidoarjo", + "tokens": [ + "vina", + "khansa", + "martini", + "lahir", + "pada", + "25", + "maret", + "1966", + "di", + "sidoarjo" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa vina lahir ___", + "answer": "25 maret 1966", + "id": "qa_683_q1" + } + ] + }, + { + "context": "nadya lahir pada 27 november 1985 di mataram", + "tokens": [ + "nadya", + "lahir", + "pada", + "27", + "november", + "1985", + "di", + "mataram" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di mataram ___", + "answer": "nadya", + "id": "qa_684_q1" + } + ] + }, + { + "context": "yosef faisal lahir pada 10 november 2004 di jember", + "tokens": [ + "yosef", + "faisal", + "lahir", + "pada", + "10", + "november", + "2004", + "di", + "jember" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana yosef lahir ___", + "answer": "jember", + "id": "qa_685_q1" + } + ] + }, + { + "context": "khansa rosadi lahir pada 10 april 1989 di denpasar", + "tokens": [ + "khansa", + "rosadi", + "lahir", + "pada", + "10", + "april", + "1989", + "di", + "denpasar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana khansa lahir ___", + "answer": "denpasar", + "id": "qa_686_q1" + } + ] + }, + { + "context": "budi purnama lahir pada 28 desember 1979 di jakarta", + "tokens": [ + "budi", + "purnama", + "lahir", + "pada", + "28", + "desember", + "1979", + "di", + "jakarta" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa budi lahir ___", + "answer": "28 desember 1979", + "id": "qa_687_q1" + } + ] + }, + { + "context": "zain ilham lahir pada 5 desember 1998 di jember", + "tokens": [ + "zain", + "ilham", + "lahir", + "pada", + "5", + "desember", + "1998", + "di", + "jember" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan zain lahir ___", + "answer": "5 desember 1998", + "id": "qa_688_q1" + } + ] + }, + { + "context": "wawan adewi lahir pada 9 november 1987 di solo", + "tokens": [ + "wawan", + "adewi", + "lahir", + "pada", + "9", + "november", + "1987", + "di", + "solo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana wawan lahir ___", + "answer": "solo", + "id": "qa_689_q1" + } + ] + }, + { + "context": "budi manurung lahir pada 26 juni 1992 di medan", + "tokens": [ + "budi", + "manurung", + "lahir", + "pada", + "26", + "juni", + "1992", + "di", + "medan" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa budi lahir ___", + "answer": "26 juni 1992", + "id": "qa_690_q1" + } + ] + }, + { + "context": "putri pratama lahir pada 28 mei 1952 di sukabumi", + "tokens": [ + "putri", + "pratama", + "lahir", + "pada", + "28", + "mei", + "1952", + "di", + "sukabumi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan putri lahir ___", + "answer": "28 mei 1952", + "id": "qa_691_q1" + } + ] + }, + { + "context": "hendra fauziah lahir pada 5 juni 1957 di makassar", + "tokens": [ + "hendra", + "fauziah", + "lahir", + "pada", + "5", + "juni", + "1957", + "di", + "makassar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana hendra lahir ___", + "answer": "makassar", + "id": "qa_692_q1" + } + ] + }, + { + "context": "citra putri anggraini lahir pada 2 maret 1963 di medan", + "tokens": [ + "citra", + "putri", + "anggraini", + "lahir", + "pada", + "2", + "maret", + "1963", + "di", + "medan" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di medan ___", + "answer": "citra putri anggraini", + "id": "qa_693_q1" + } + ] + }, + { + "context": "rahmat gina ardiansyah lahir pada 11 desember 1940 di mataram", + "tokens": [ + "rahmat", + "gina", + "ardiansyah", + "lahir", + "pada", + "11", + "desember", + "1940", + "di", + "mataram" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana rahmat lahir ___", + "answer": "mataram", + "id": "qa_694_q1" + } + ] + }, + { + "context": "dewi joko wibowo lahir pada 16 februari 1951 di gianyar", + "tokens": [ + "dewi", + "joko", + "wibowo", + "lahir", + "pada", + "16", + "februari", + "1951", + "di", + "gianyar" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan dewi lahir ___", + "answer": "16 februari 1951", + "id": "qa_695_q1" + } + ] + }, + { + "context": "rahmat firmansyah lahir pada 5 agustus 1971 di magelang", + "tokens": [ + "rahmat", + "firmansyah", + "lahir", + "pada", + "5", + "agustus", + "1971", + "di", + "magelang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana rahmat lahir ___", + "answer": "magelang", + "id": "qa_696_q1" + } + ] + }, + { + "context": "rahmat hermawan lahir pada 12 januari 1981 di magelang", + "tokens": [ + "rahmat", + "hermawan", + "lahir", + "pada", + "12", + "januari", + "1981", + "di", + "magelang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana rahmat lahir ___", + "answer": "magelang", + "id": "qa_697_q1" + } + ] + }, + { + "context": "surya wahyudi lahir pada 7 mei 1997 di makassar", + "tokens": [ + "surya", + "wahyudi", + "lahir", + "pada", + "7", + "mei", + "1997", + "di", + "makassar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana surya lahir ___", + "answer": "makassar", + "id": "qa_698_q1" + } + ] + }, + { + "context": "zulfa ayuningtyas lahir pada 3 november 2002 di tasikmalaya", + "tokens": [ + "zulfa", + "ayuningtyas", + "lahir", + "pada", + "3", + "november", + "2002", + "di", + "tasikmalaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan zulfa lahir ___", + "answer": "3 november 2002", + "id": "qa_699_q1" + } + ] + }, + { + "context": "xenia saputri lahir pada 19 agustus 2001 di jember", + "tokens": [ + "xenia", + "saputri", + "lahir", + "pada", + "19", + "agustus", + "2001", + "di", + "jember" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana xenia lahir ___", + "answer": "jember", + "id": "qa_700_q1" + } + ] + }, + { + "context": "wahyu santoso lahir pada 1 juli 1995 di makassar", + "tokens": [ + "wahyu", + "santoso", + "lahir", + "pada", + "1", + "juli", + "1995", + "di", + "makassar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa wahyu lahir ___", + "answer": "1 juli 1995", + "id": "qa_701_q1" + } + ] + }, + { + "context": "farhan lahir pada 7 januari 2010 di bogor", + "tokens": [ + "farhan", + "lahir", + "pada", + "7", + "januari", + "2010", + "di", + "bogor" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana farhan lahir ___", + "answer": "bogor", + "id": "qa_702_q1" + } + ] + }, + { + "context": "mario maulana lahir pada 10 februari 1942 di sidoarjo", + "tokens": [ + "mario", + "maulana", + "lahir", + "pada", + "10", + "februari", + "1942", + "di", + "sidoarjo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa mario lahir ___", + "answer": "10 februari 1942", + "id": "qa_703_q1" + } + ] + }, + { + "context": "faisal lahir pada 15 april 1984 di tasikmalaya", + "tokens": [ + "faisal", + "lahir", + "pada", + "15", + "april", + "1984", + "di", + "tasikmalaya" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di tasikmalaya ___", + "answer": "faisal", + "id": "qa_704_q1" + } + ] + }, + { + "context": "farhan utama lahir pada 22 oktober 1946 di bogor", + "tokens": [ + "farhan", + "utama", + "lahir", + "pada", + "22", + "oktober", + "1946", + "di", + "bogor" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa farhan lahir ___", + "answer": "22 oktober 1946", + "id": "qa_705_q1" + } + ] + }, + { + "context": "agus lahir pada 17 oktober 1972 di ambon", + "tokens": ["agus", "lahir", "pada", "17", "oktober", "1972", "di", "ambon"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa agus lahir ___", + "answer": "17 oktober 1972", + "id": "qa_706_q1" + } + ] + }, + { + "context": "mario bayu arto lahir pada 10 agustus 1943 di padang", + "tokens": [ + "mario", + "bayu", + "arto", + "lahir", + "pada", + "10", + "agustus", + "1943", + "di", + "padang" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa mario lahir ___", + "answer": "10 agustus 1943", + "id": "qa_707_q1" + } + ] + }, + { + "context": "dewi citra anggraini lahir pada 3 desember 1996 di medan", + "tokens": [ + "dewi", + "citra", + "anggraini", + "lahir", + "pada", + "3", + "desember", + "1996", + "di", + "medan" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di medan ___", + "answer": "dewi citra anggraini", + "id": "qa_708_q1" + } + ] + }, + { + "context": "tania candra wibowo lahir pada 26 februari 2009 di sukabumi", + "tokens": [ + "tania", + "candra", + "wibowo", + "lahir", + "pada", + "26", + "februari", + "2009", + "di", + "sukabumi" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan tania lahir ___", + "answer": "26 februari 2009", + "id": "qa_709_q1" + } + ] + }, + { + "context": "mita wibowo lahir pada 24 januari 2001 di kediri", + "tokens": [ + "mita", + "wibowo", + "lahir", + "pada", + "24", + "januari", + "2001", + "di", + "kediri" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan mita lahir ___", + "answer": "24 januari 2001", + "id": "qa_710_q1" + } + ] + }, + { + "context": "surya manurung lahir pada 1 maret 1983 di gianyar", + "tokens": [ + "surya", + "manurung", + "lahir", + "pada", + "1", + "maret", + "1983", + "di", + "gianyar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan surya lahir ___", + "answer": "1 maret 1983", + "id": "qa_711_q1" + } + ] + }, + { + "context": "citra lahir pada 19 agustus 1945 di makassar", + "tokens": [ + "citra", + "lahir", + "pada", + "19", + "agustus", + "1945", + "di", + "makassar" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa citra lahir ___", + "answer": "19 agustus 1945", + "id": "qa_712_q1" + } + ] + }, + { + "context": "yana surya fadhilah lahir pada 28 oktober 2007 di yogyakarta", + "tokens": [ + "yana", + "surya", + "fadhilah", + "lahir", + "pada", + "28", + "oktober", + "2007", + "di", + "yogyakarta" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa yana lahir ___", + "answer": "28 oktober 2007", + "id": "qa_713_q1" + } + ] + }, + { + "context": "xenia adewi lahir pada 25 november 1953 di jayapura", + "tokens": [ + "xenia", + "adewi", + "lahir", + "pada", + "25", + "november", + "1953", + "di", + "jayapura" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa xenia lahir ___", + "answer": "25 november 1953", + "id": "qa_714_q1" + } + ] + }, + { + "context": "yosef lahir pada 28 februari 1985 di jakarta", + "tokens": [ + "yosef", + "lahir", + "pada", + "28", + "februari", + "1985", + "di", + "jakarta" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana yosef lahir ___", + "answer": "jakarta", + "id": "qa_715_q1" + } + ] + }, + { + "context": "candra lahir pada 8 juli 1994 di surabaya", + "tokens": [ + "candra", + "lahir", + "pada", + "8", + "juli", + "1994", + "di", + "surabaya" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan candra lahir ___", + "answer": "8 juli 1994", + "id": "qa_716_q1" + } + ] + }, + { + "context": "gina lahir pada 22 oktober 2009 di sukabumi", + "tokens": [ + "gina", + "lahir", + "pada", + "22", + "oktober", + "2009", + "di", + "sukabumi" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana gina lahir ___", + "answer": "sukabumi", + "id": "qa_717_q1" + } + ] + }, + { + "context": "umi handayani lahir pada 26 juni 1984 di banjarmasin", + "tokens": [ + "umi", + "handayani", + "lahir", + "pada", + "26", + "juni", + "1984", + "di", + "banjarmasin" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa umi lahir ___", + "answer": "26 juni 1984", + "id": "qa_718_q1" + } + ] + }, + { + "context": "kiki santoso lahir pada 1 februari 2000 di denpasar", + "tokens": [ + "kiki", + "santoso", + "lahir", + "pada", + "1", + "februari", + "2000", + "di", + "denpasar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana kiki lahir ___", + "answer": "denpasar", + "id": "qa_719_q1" + } + ] + }, + { + "context": "rani pratama lahir pada 7 juni 1973 di purwokerto", + "tokens": [ + "rani", + "pratama", + "lahir", + "pada", + "7", + "juni", + "1973", + "di", + "purwokerto" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di purwokerto ___", + "answer": "rani pratama", + "id": "qa_720_q1" + } + ] + }, + { + "context": "hari nugroho lahir pada 16 agustus 1980 di palembang", + "tokens": [ + "hari", + "nugroho", + "lahir", + "pada", + "16", + "agustus", + "1980", + "di", + "palembang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan hari lahir ___", + "answer": "16 agustus 1980", + "id": "qa_721_q1" + } + ] + }, + { + "context": "mita bayu rosadi lahir pada 27 februari 1963 di magelang", + "tokens": [ + "mita", + "bayu", + "rosadi", + "lahir", + "pada", + "27", + "februari", + "1963", + "di", + "magelang" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan mita lahir ___", + "answer": "27 februari 1963", + "id": "qa_722_q1" + } + ] + }, + { + "context": "opik lahir pada 12 april 1986 di blitar", + "tokens": ["opik", "lahir", "pada", "12", "april", "1986", "di", "blitar"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa opik lahir ___", + "answer": "12 april 1986", + "id": "qa_723_q1" + } + ] + }, + { + "context": "vina hidayat lahir pada 7 juni 1979 di depok", + "tokens": [ + "vina", + "hidayat", + "lahir", + "pada", + "7", + "juni", + "1979", + "di", + "depok" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan vina lahir ___", + "answer": "7 juni 1979", + "id": "qa_724_q1" + } + ] + }, + { + "context": "citra purnama lahir pada 12 maret 1968 di semarang", + "tokens": [ + "citra", + "purnama", + "lahir", + "pada", + "12", + "maret", + "1968", + "di", + "semarang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana citra lahir ___", + "answer": "semarang", + "id": "qa_725_q1" + } + ] + }, + { + "context": "zain manurung lahir pada 7 november 1962 di depok", + "tokens": [ + "zain", + "manurung", + "lahir", + "pada", + "7", + "november", + "1962", + "di", + "depok" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di depok ___", + "answer": "zain manurung", + "id": "qa_726_q1" + } + ] + }, + { + "context": "laila pratama lahir pada 4 juli 1966 di jember", + "tokens": [ + "laila", + "pratama", + "lahir", + "pada", + "4", + "juli", + "1966", + "di", + "jember" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di jember ___", + "answer": "laila pratama", + "id": "qa_727_q1" + } + ] + }, + { + "context": "dewi adewi lahir pada 6 juli 1973 di sidoarjo", + "tokens": [ + "dewi", + "adewi", + "lahir", + "pada", + "6", + "juli", + "1973", + "di", + "sidoarjo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa dewi lahir ___", + "answer": "6 juli 1973", + "id": "qa_728_q1" + } + ] + }, + { + "context": "rahmat dewi lahir pada 28 oktober 1941 di bekasi", + "tokens": [ + "rahmat", + "dewi", + "lahir", + "pada", + "28", + "oktober", + "1941", + "di", + "bekasi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di bekasi ___", + "answer": "rahmat dewi", + "id": "qa_729_q1" + } + ] + }, + { + "context": "qori siregar lahir pada 6 januari 1942 di bekasi", + "tokens": [ + "qori", + "siregar", + "lahir", + "pada", + "6", + "januari", + "1942", + "di", + "bekasi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana qori lahir ___", + "answer": "bekasi", + "id": "qa_730_q1" + } + ] + }, + { + "context": "zulfa siregar lahir pada 21 januari 1990 di ambon", + "tokens": [ + "zulfa", + "siregar", + "lahir", + "pada", + "21", + "januari", + "1990", + "di", + "ambon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di ambon ___", + "answer": "zulfa siregar", + "id": "qa_731_q1" + } + ] + }, + { + "context": "umi sari lahir pada 8 juni 1991 di magelang", + "tokens": [ + "umi", + "sari", + "lahir", + "pada", + "8", + "juni", + "1991", + "di", + "magelang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di magelang ___", + "answer": "umi sari", + "id": "qa_732_q1" + } + ] + }, + { + "context": "kiki febrianto lahir pada 18 agustus 1985 di mataram", + "tokens": [ + "kiki", + "febrianto", + "lahir", + "pada", + "18", + "agustus", + "1985", + "di", + "mataram" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana kiki lahir ___", + "answer": "mataram", + "id": "qa_733_q1" + } + ] + }, + { + "context": "budi wawan indrawan lahir pada 24 september 1953 di cilegon", + "tokens": [ + "budi", + "wawan", + "indrawan", + "lahir", + "pada", + "24", + "september", + "1953", + "di", + "cilegon" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di cilegon ___", + "answer": "budi wawan indrawan", + "id": "qa_734_q1" + } + ] + }, + { + "context": "dian rizki lahir pada 4 agustus 2003 di tegal", + "tokens": [ + "dian", + "rizki", + "lahir", + "pada", + "4", + "agustus", + "2003", + "di", + "tegal" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di tegal ___", + "answer": "dian rizki", + "id": "qa_735_q1" + } + ] + }, + { + "context": "tania lahir pada 26 november 1964 di solo", + "tokens": [ + "tania", + "lahir", + "pada", + "26", + "november", + "1964", + "di", + "solo" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa tania lahir ___", + "answer": "26 november 1964", + "id": "qa_736_q1" + } + ] + }, + { + "context": "mario fauziah lahir pada 12 mei 1947 di surabaya", + "tokens": [ + "mario", + "fauziah", + "lahir", + "pada", + "12", + "mei", + "1947", + "di", + "surabaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan mario lahir ___", + "answer": "12 mei 1947", + "id": "qa_737_q1" + } + ] + }, + { + "context": "laila pratama lahir pada 11 april 1948 di padang", + "tokens": [ + "laila", + "pratama", + "lahir", + "pada", + "11", + "april", + "1948", + "di", + "padang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana laila lahir ___", + "answer": "padang", + "id": "qa_738_q1" + } + ] + }, + { + "context": "budi lahir pada 12 april 1994 di medan", + "tokens": ["budi", "lahir", "pada", "12", "april", "1994", "di", "medan"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana budi lahir ___", + "answer": "medan", + "id": "qa_739_q1" + } + ] + }, + { + "context": "rahmat opik rizki lahir pada 19 april 1999 di pontianak", + "tokens": [ + "rahmat", + "opik", + "rizki", + "lahir", + "pada", + "19", + "april", + "1999", + "di", + "pontianak" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana rahmat lahir ___", + "answer": "pontianak", + "id": "qa_740_q1" + } + ] + }, + { + "context": "candra susanto lahir pada 11 november 1966 di banjarmasin", + "tokens": [ + "candra", + "susanto", + "lahir", + "pada", + "11", + "november", + "1966", + "di", + "banjarmasin" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di banjarmasin ___", + "answer": "candra susanto", + "id": "qa_741_q1" + } + ] + }, + { + "context": "udin ernita lahir pada 15 juli 1981 di samarinda", + "tokens": [ + "udin", + "ernita", + "lahir", + "pada", + "15", + "juli", + "1981", + "di", + "samarinda" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana udin lahir ___", + "answer": "samarinda", + "id": "qa_742_q1" + } + ] + }, + { + "context": "nina maulana lahir pada 3 mei 1964 di makassar", + "tokens": [ + "nina", + "maulana", + "lahir", + "pada", + "3", + "mei", + "1964", + "di", + "makassar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di makassar ___", + "answer": "nina maulana", + "id": "qa_743_q1" + } + ] + }, + { + "context": "faisal hari santoso lahir pada 5 maret 1987 di sidoarjo", + "tokens": [ + "faisal", + "hari", + "santoso", + "lahir", + "pada", + "5", + "maret", + "1987", + "di", + "sidoarjo" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan faisal lahir ___", + "answer": "5 maret 1987", + "id": "qa_744_q1" + } + ] + }, + { + "context": "mario lahir pada 13 februari 1959 di kendari", + "tokens": [ + "mario", + "lahir", + "pada", + "13", + "februari", + "1959", + "di", + "kendari" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa mario lahir ___", + "answer": "13 februari 1959", + "id": "qa_745_q1" + } + ] + }, + { + "context": "aditya firmansyah lahir pada 22 februari 2009 di tasikmalaya", + "tokens": [ + "aditya", + "firmansyah", + "lahir", + "pada", + "22", + "februari", + "2009", + "di", + "tasikmalaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di tasikmalaya ___", + "answer": "aditya firmansyah", + "id": "qa_746_q1" + } + ] + }, + { + "context": "zain putra lahir pada 11 januari 1987 di padang", + "tokens": [ + "zain", + "putra", + "lahir", + "pada", + "11", + "januari", + "1987", + "di", + "padang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di padang ___", + "answer": "zain putra", + "id": "qa_747_q1" + } + ] + }, + { + "context": "oki setiawan lahir pada 6 maret 1946 di malang", + "tokens": [ + "oki", + "setiawan", + "lahir", + "pada", + "6", + "maret", + "1946", + "di", + "malang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa oki lahir ___", + "answer": "6 maret 1946", + "id": "qa_748_q1" + } + ] + }, + { + "context": "budi manurung lahir pada 11 agustus 1989 di kendari", + "tokens": [ + "budi", + "manurung", + "lahir", + "pada", + "11", + "agustus", + "1989", + "di", + "kendari" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana budi lahir ___", + "answer": "kendari", + "id": "qa_749_q1" + } + ] + }, + { + "context": "laila siregar lahir pada 13 juni 1975 di blitar", + "tokens": [ + "laila", + "siregar", + "lahir", + "pada", + "13", + "juni", + "1975", + "di", + "blitar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di blitar ___", + "answer": "laila siregar", + "id": "qa_750_q1" + } + ] + }, + { + "context": "farhan udin setiawan lahir pada 7 maret 1992 di palembang", + "tokens": [ + "farhan", + "udin", + "setiawan", + "lahir", + "pada", + "7", + "maret", + "1992", + "di", + "palembang" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa farhan lahir ___", + "answer": "7 maret 1992", + "id": "qa_751_q1" + } + ] + }, + { + "context": "qori sukma lahir pada 13 mei 1960 di probolinggo", + "tokens": [ + "qori", + "sukma", + "lahir", + "pada", + "13", + "mei", + "1960", + "di", + "probolinggo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa qori lahir ___", + "answer": "13 mei 1960", + "id": "qa_752_q1" + } + ] + }, + { + "context": "laila permana lahir pada 6 mei 1954 di palembang", + "tokens": [ + "laila", + "permana", + "lahir", + "pada", + "6", + "mei", + "1954", + "di", + "palembang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa laila lahir ___", + "answer": "6 mei 1954", + "id": "qa_753_q1" + } + ] + }, + { + "context": "wawan farhan indrawan lahir pada 15 februari 1942 di tasikmalaya", + "tokens": [ + "wawan", + "farhan", + "indrawan", + "lahir", + "pada", + "15", + "februari", + "1942", + "di", + "tasikmalaya" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan wawan lahir ___", + "answer": "15 februari 1942", + "id": "qa_754_q1" + } + ] + }, + { + "context": "zulfa lahir pada 18 mei 2007 di kupang", + "tokens": ["zulfa", "lahir", "pada", "18", "mei", "2007", "di", "kupang"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa zulfa lahir ___", + "answer": "18 mei 2007", + "id": "qa_755_q1" + } + ] + }, + { + "context": "mita oki martini lahir pada 15 april 1992 di manado", + "tokens": [ + "mita", + "oki", + "martini", + "lahir", + "pada", + "15", + "april", + "1992", + "di", + "manado" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di manado ___", + "answer": "mita oki martini", + "id": "qa_756_q1" + } + ] + }, + { + "context": "oki candra lahir pada 12 mei 2006 di kendari", + "tokens": [ + "oki", + "candra", + "lahir", + "pada", + "12", + "mei", + "2006", + "di", + "kendari" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan oki lahir ___", + "answer": "12 mei 2006", + "id": "qa_757_q1" + } + ] + }, + { + "context": "dewi laksono lahir pada 14 desember 1979 di sukabumi", + "tokens": [ + "dewi", + "laksono", + "lahir", + "pada", + "14", + "desember", + "1979", + "di", + "sukabumi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di sukabumi ___", + "answer": "dewi laksono", + "id": "qa_758_q1" + } + ] + }, + { + "context": "joni wahyu lahir pada 11 juli 1983 di jayapura", + "tokens": [ + "joni", + "wahyu", + "lahir", + "pada", + "11", + "juli", + "1983", + "di", + "jayapura" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di jayapura ___", + "answer": "joni wahyu", + "id": "qa_759_q1" + } + ] + }, + { + "context": "wahyu manurung lahir pada 18 februari 2010 di cirebon", + "tokens": [ + "wahyu", + "manurung", + "lahir", + "pada", + "18", + "februari", + "2010", + "di", + "cirebon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana wahyu lahir ___", + "answer": "cirebon", + "id": "qa_760_q1" + } + ] + }, + { + "context": "joko kurniawan lahir pada 19 april 1987 di gianyar", + "tokens": [ + "joko", + "kurniawan", + "lahir", + "pada", + "19", + "april", + "1987", + "di", + "gianyar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa joko lahir ___", + "answer": "19 april 1987", + "id": "qa_761_q1" + } + ] + }, + { + "context": "mita pambudi lahir pada 18 juli 1974 di probolinggo", + "tokens": [ + "mita", + "pambudi", + "lahir", + "pada", + "18", + "juli", + "1974", + "di", + "probolinggo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan mita lahir ___", + "answer": "18 juli 1974", + "id": "qa_762_q1" + } + ] + }, + { + "context": "nina budi lahir pada 15 oktober 1957 di bekasi", + "tokens": [ + "nina", + "budi", + "lahir", + "pada", + "15", + "oktober", + "1957", + "di", + "bekasi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan nina lahir ___", + "answer": "15 oktober 1957", + "id": "qa_763_q1" + } + ] + }, + { + "context": "udin fadhilah lahir pada 14 agustus 1977 di serang", + "tokens": [ + "udin", + "fadhilah", + "lahir", + "pada", + "14", + "agustus", + "1977", + "di", + "serang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana udin lahir ___", + "answer": "serang", + "id": "qa_764_q1" + } + ] + }, + { + "context": "yosef ardiansyah lahir pada 27 agustus 1961 di bandung", + "tokens": [ + "yosef", + "ardiansyah", + "lahir", + "pada", + "27", + "agustus", + "1961", + "di", + "bandung" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di bandung ___", + "answer": "yosef ardiansyah", + "id": "qa_765_q1" + } + ] + }, + { + "context": "xenia lahir pada 5 maret 1960 di blitar", + "tokens": ["xenia", "lahir", "pada", "5", "maret", "1960", "di", "blitar"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa xenia lahir ___", + "answer": "5 maret 1960", + "id": "qa_766_q1" + } + ] + }, + { + "context": "galuh sukma lahir pada 13 agustus 1990 di palembang", + "tokens": [ + "galuh", + "sukma", + "lahir", + "pada", + "13", + "agustus", + "1990", + "di", + "palembang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana galuh lahir ___", + "answer": "palembang", + "id": "qa_767_q1" + } + ] + }, + { + "context": "intan sari anggraini lahir pada 16 januari 1965 di makassar", + "tokens": [ + "intan", + "sari", + "anggraini", + "lahir", + "pada", + "16", + "januari", + "1965", + "di", + "makassar" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana intan lahir ___", + "answer": "makassar", + "id": "qa_768_q1" + } + ] + }, + { + "context": "kiki lahir pada 21 januari 1953 di mataram", + "tokens": [ + "kiki", + "lahir", + "pada", + "21", + "januari", + "1953", + "di", + "mataram" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa kiki lahir ___", + "answer": "21 januari 1953", + "id": "qa_769_q1" + } + ] + }, + { + "context": "hendra lahir pada 15 juni 1985 di kendari", + "tokens": [ + "hendra", + "lahir", + "pada", + "15", + "juni", + "1985", + "di", + "kendari" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa hendra lahir ___", + "answer": "15 juni 1985", + "id": "qa_770_q1" + } + ] + }, + { + "context": "teguh khansa utama lahir pada 15 juli 1960 di bekasi", + "tokens": [ + "teguh", + "khansa", + "utama", + "lahir", + "pada", + "15", + "juli", + "1960", + "di", + "bekasi" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan teguh lahir ___", + "answer": "15 juli 1960", + "id": "qa_771_q1" + } + ] + }, + { + "context": "tania wibowo lahir pada 18 juli 1943 di gianyar", + "tokens": [ + "tania", + "wibowo", + "lahir", + "pada", + "18", + "juli", + "1943", + "di", + "gianyar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan tania lahir ___", + "answer": "18 juli 1943", + "id": "qa_772_q1" + } + ] + }, + { + "context": "qori kurniawan lahir pada 22 agustus 1997 di magelang", + "tokens": [ + "qori", + "kurniawan", + "lahir", + "pada", + "22", + "agustus", + "1997", + "di", + "magelang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa qori lahir ___", + "answer": "22 agustus 1997", + "id": "qa_773_q1" + } + ] + }, + { + "context": "faisal purnama lahir pada 10 mei 1962 di pontianak", + "tokens": [ + "faisal", + "purnama", + "lahir", + "pada", + "10", + "mei", + "1962", + "di", + "pontianak" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di pontianak ___", + "answer": "faisal purnama", + "id": "qa_774_q1" + } + ] + }, + { + "context": "oki wahyudi lahir pada 15 juli 1946 di padang", + "tokens": [ + "oki", + "wahyudi", + "lahir", + "pada", + "15", + "juli", + "1946", + "di", + "padang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan oki lahir ___", + "answer": "15 juli 1946", + "id": "qa_775_q1" + } + ] + }, + { + "context": "kiki lahir pada 12 januari 1945 di jayapura", + "tokens": [ + "kiki", + "lahir", + "pada", + "12", + "januari", + "1945", + "di", + "jayapura" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di jayapura ___", + "answer": "kiki", + "id": "qa_776_q1" + } + ] + }, + { + "context": "vina rani lahir pada 12 april 1962 di palembang", + "tokens": [ + "vina", + "rani", + "lahir", + "pada", + "12", + "april", + "1962", + "di", + "palembang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana vina lahir ___", + "answer": "palembang", + "id": "qa_777_q1" + } + ] + }, + { + "context": "qori lahir pada 5 mei 2008 di pekanbaru", + "tokens": ["qori", "lahir", "pada", "5", "mei", "2008", "di", "pekanbaru"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di pekanbaru ___", + "answer": "qori", + "id": "qa_778_q1" + } + ] + }, + { + "context": "hari ardiansyah lahir pada 26 januari 1950 di kediri", + "tokens": [ + "hari", + "ardiansyah", + "lahir", + "pada", + "26", + "januari", + "1950", + "di", + "kediri" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di kediri ___", + "answer": "hari ardiansyah", + "id": "qa_779_q1" + } + ] + }, + { + "context": "luthfi bayu widodo lahir pada 18 desember 1991 di samarinda", + "tokens": [ + "luthfi", + "bayu", + "widodo", + "lahir", + "pada", + "18", + "desember", + "1991", + "di", + "samarinda" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan luthfi lahir ___", + "answer": "18 desember 1991", + "id": "qa_780_q1" + } + ] + }, + { + "context": "galuh lahir pada 9 juni 2007 di tasikmalaya", + "tokens": [ + "galuh", + "lahir", + "pada", + "9", + "juni", + "2007", + "di", + "tasikmalaya" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa galuh lahir ___", + "answer": "9 juni 2007", + "id": "qa_781_q1" + } + ] + }, + { + "context": "udin lahir pada 6 september 1971 di jakarta", + "tokens": [ + "udin", + "lahir", + "pada", + "6", + "september", + "1971", + "di", + "jakarta" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di jakarta ___", + "answer": "udin", + "id": "qa_782_q1" + } + ] + }, + { + "context": "mario rachman lahir pada 24 desember 1954 di surabaya", + "tokens": [ + "mario", + "rachman", + "lahir", + "pada", + "24", + "desember", + "1954", + "di", + "surabaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa mario lahir ___", + "answer": "24 desember 1954", + "id": "qa_783_q1" + } + ] + }, + { + "context": "umi lahir pada 4 september 1976 di makassar", + "tokens": [ + "umi", + "lahir", + "pada", + "4", + "september", + "1976", + "di", + "makassar" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di makassar ___", + "answer": "umi", + "id": "qa_784_q1" + } + ] + }, + { + "context": "joko tania lahir pada 11 februari 1964 di sidoarjo", + "tokens": [ + "joko", + "tania", + "lahir", + "pada", + "11", + "februari", + "1964", + "di", + "sidoarjo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa joko lahir ___", + "answer": "11 februari 1964", + "id": "qa_785_q1" + } + ] + }, + { + "context": "galuh kurniawan lahir pada 6 maret 2006 di sukabumi", + "tokens": [ + "galuh", + "kurniawan", + "lahir", + "pada", + "6", + "maret", + "2006", + "di", + "sukabumi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di sukabumi ___", + "answer": "galuh kurniawan", + "id": "qa_786_q1" + } + ] + }, + { + "context": "hari anggraini lahir pada 27 maret 1950 di bandung", + "tokens": [ + "hari", + "anggraini", + "lahir", + "pada", + "27", + "maret", + "1950", + "di", + "bandung" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana hari lahir ___", + "answer": "bandung", + "id": "qa_787_q1" + } + ] + }, + { + "context": "aditya tania lahir pada 22 oktober 1981 di surabaya", + "tokens": [ + "aditya", + "tania", + "lahir", + "pada", + "22", + "oktober", + "1981", + "di", + "surabaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di surabaya ___", + "answer": "aditya tania", + "id": "qa_788_q1" + } + ] + }, + { + "context": "xenia lahir pada 23 september 1988 di cirebon", + "tokens": [ + "xenia", + "lahir", + "pada", + "23", + "september", + "1988", + "di", + "cirebon" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan xenia lahir ___", + "answer": "23 september 1988", + "id": "qa_789_q1" + } + ] + }, + { + "context": "farhan lahir pada 11 maret 1954 di cilegon", + "tokens": [ + "farhan", + "lahir", + "pada", + "11", + "maret", + "1954", + "di", + "cilegon" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa farhan lahir ___", + "answer": "11 maret 1954", + "id": "qa_790_q1" + } + ] + }, + { + "context": "mita siregar lahir pada 19 juli 1983 di purwokerto", + "tokens": [ + "mita", + "siregar", + "lahir", + "pada", + "19", + "juli", + "1983", + "di", + "purwokerto" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana mita lahir ___", + "answer": "purwokerto", + "id": "qa_791_q1" + } + ] + }, + { + "context": "galuh permana lahir pada 13 januari 1984 di sidoarjo", + "tokens": [ + "galuh", + "permana", + "lahir", + "pada", + "13", + "januari", + "1984", + "di", + "sidoarjo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa galuh lahir ___", + "answer": "13 januari 1984", + "id": "qa_792_q1" + } + ] + }, + { + "context": "sari widodo lahir pada 22 februari 1948 di cirebon", + "tokens": [ + "sari", + "widodo", + "lahir", + "pada", + "22", + "februari", + "1948", + "di", + "cirebon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa sari lahir ___", + "answer": "22 februari 1948", + "id": "qa_793_q1" + } + ] + }, + { + "context": "vina adewi lahir pada 6 april 1944 di solo", + "tokens": [ + "vina", + "adewi", + "lahir", + "pada", + "6", + "april", + "1944", + "di", + "solo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di solo ___", + "answer": "vina adewi", + "id": "qa_794_q1" + } + ] + }, + { + "context": "mita lahir pada 28 februari 1967 di serang", + "tokens": [ + "mita", + "lahir", + "pada", + "28", + "februari", + "1967", + "di", + "serang" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di serang ___", + "answer": "mita", + "id": "qa_795_q1" + } + ] + }, + { + "context": "aditya joko nugroho lahir pada 24 februari 2010 di solo", + "tokens": [ + "aditya", + "joko", + "nugroho", + "lahir", + "pada", + "24", + "februari", + "2010", + "di", + "solo" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa aditya lahir ___", + "answer": "24 februari 2010", + "id": "qa_796_q1" + } + ] + }, + { + "context": "mita fadhilah lahir pada 16 mei 2002 di bekasi", + "tokens": [ + "mita", + "fadhilah", + "lahir", + "pada", + "16", + "mei", + "2002", + "di", + "bekasi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana mita lahir ___", + "answer": "bekasi", + "id": "qa_797_q1" + } + ] + }, + { + "context": "joko zulfa rachman lahir pada 18 maret 1970 di mataram", + "tokens": [ + "joko", + "zulfa", + "rachman", + "lahir", + "pada", + "18", + "maret", + "1970", + "di", + "mataram" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana joko lahir ___", + "answer": "mataram", + "id": "qa_798_q1" + } + ] + }, + { + "context": "bayu citra nugroho lahir pada 3 maret 1964 di blitar", + "tokens": [ + "bayu", + "citra", + "nugroho", + "lahir", + "pada", + "3", + "maret", + "1964", + "di", + "blitar" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana bayu lahir ___", + "answer": "blitar", + "id": "qa_799_q1" + } + ] + }, + { + "context": "yosef lahir pada 25 maret 1983 di manado", + "tokens": ["yosef", "lahir", "pada", "25", "maret", "1983", "di", "manado"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana yosef lahir ___", + "answer": "manado", + "id": "qa_800_q1" + } + ] + }, + { + "context": "mario lahir pada 27 juni 1974 di palembang", + "tokens": [ + "mario", + "lahir", + "pada", + "27", + "juni", + "1974", + "di", + "palembang" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana mario lahir ___", + "answer": "palembang", + "id": "qa_801_q1" + } + ] + }, + { + "context": "vivin wahyu arto lahir pada 25 agustus 1992 di blitar", + "tokens": [ + "vivin", + "wahyu", + "arto", + "lahir", + "pada", + "25", + "agustus", + "1992", + "di", + "blitar" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan vivin lahir ___", + "answer": "25 agustus 1992", + "id": "qa_802_q1" + } + ] + }, + { + "context": "dian hidayat lahir pada 27 maret 1957 di surabaya", + "tokens": [ + "dian", + "hidayat", + "lahir", + "pada", + "27", + "maret", + "1957", + "di", + "surabaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di surabaya ___", + "answer": "dian hidayat", + "id": "qa_803_q1" + } + ] + }, + { + "context": "dewi rizki lahir pada 26 agustus 2010 di purwokerto", + "tokens": [ + "dewi", + "rizki", + "lahir", + "pada", + "26", + "agustus", + "2010", + "di", + "purwokerto" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di purwokerto ___", + "answer": "dewi rizki", + "id": "qa_804_q1" + } + ] + }, + { + "context": "ernita utama lahir pada 28 juni 1991 di pekanbaru", + "tokens": [ + "ernita", + "utama", + "lahir", + "pada", + "28", + "juni", + "1991", + "di", + "pekanbaru" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di pekanbaru ___", + "answer": "ernita utama", + "id": "qa_805_q1" + } + ] + }, + { + "context": "pratiwi faisal firmansyah lahir pada 14 april 1981 di magelang", + "tokens": [ + "pratiwi", + "faisal", + "firmansyah", + "lahir", + "pada", + "14", + "april", + "1981", + "di", + "magelang" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di magelang ___", + "answer": "pratiwi faisal firmansyah", + "id": "qa_806_q1" + } + ] + }, + { + "context": "xenia wibowo lahir pada 3 juni 2001 di kediri", + "tokens": [ + "xenia", + "wibowo", + "lahir", + "pada", + "3", + "juni", + "2001", + "di", + "kediri" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di kediri ___", + "answer": "xenia wibowo", + "id": "qa_807_q1" + } + ] + }, + { + "context": "rani maulana lahir pada 23 april 1952 di jember", + "tokens": [ + "rani", + "maulana", + "lahir", + "pada", + "23", + "april", + "1952", + "di", + "jember" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa rani lahir ___", + "answer": "23 april 1952", + "id": "qa_808_q1" + } + ] + }, + { + "context": "hari sari susanto lahir pada 15 mei 1984 di kediri", + "tokens": [ + "hari", + "sari", + "susanto", + "lahir", + "pada", + "15", + "mei", + "1984", + "di", + "kediri" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana hari lahir ___", + "answer": "kediri", + "id": "qa_809_q1" + } + ] + }, + { + "context": "surya puspitasari lahir pada 8 september 1995 di semarang", + "tokens": [ + "surya", + "puspitasari", + "lahir", + "pada", + "8", + "september", + "1995", + "di", + "semarang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di semarang ___", + "answer": "surya puspitasari", + "id": "qa_810_q1" + } + ] + }, + { + "context": "wahyu permana lahir pada 16 november 1988 di bandung", + "tokens": [ + "wahyu", + "permana", + "lahir", + "pada", + "16", + "november", + "1988", + "di", + "bandung" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di bandung ___", + "answer": "wahyu permana", + "id": "qa_811_q1" + } + ] + }, + { + "context": "vina ayuningtyas lahir pada 17 juli 1962 di pekanbaru", + "tokens": [ + "vina", + "ayuningtyas", + "lahir", + "pada", + "17", + "juli", + "1962", + "di", + "pekanbaru" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan vina lahir ___", + "answer": "17 juli 1962", + "id": "qa_812_q1" + } + ] + }, + { + "context": "teguh mita widodo lahir pada 25 februari 1979 di pontianak", + "tokens": [ + "teguh", + "mita", + "widodo", + "lahir", + "pada", + "25", + "februari", + "1979", + "di", + "pontianak" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan teguh lahir ___", + "answer": "25 februari 1979", + "id": "qa_813_q1" + } + ] + }, + { + "context": "laila putri purnama lahir pada 27 april 1986 di medan", + "tokens": [ + "laila", + "putri", + "purnama", + "lahir", + "pada", + "27", + "april", + "1986", + "di", + "medan" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana laila lahir ___", + "answer": "medan", + "id": "qa_814_q1" + } + ] + }, + { + "context": "farhan rosadi lahir pada 14 januari 2001 di palembang", + "tokens": [ + "farhan", + "rosadi", + "lahir", + "pada", + "14", + "januari", + "2001", + "di", + "palembang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan farhan lahir ___", + "answer": "14 januari 2001", + "id": "qa_815_q1" + } + ] + }, + { + "context": "xenia zain nugroho lahir pada 15 juni 2006 di pekanbaru", + "tokens": [ + "xenia", + "zain", + "nugroho", + "lahir", + "pada", + "15", + "juni", + "2006", + "di", + "pekanbaru" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana xenia lahir ___", + "answer": "pekanbaru", + "id": "qa_816_q1" + } + ] + }, + { + "context": "joko susanto lahir pada 20 maret 1941 di purwokerto", + "tokens": [ + "joko", + "susanto", + "lahir", + "pada", + "20", + "maret", + "1941", + "di", + "purwokerto" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa joko lahir ___", + "answer": "20 maret 1941", + "id": "qa_817_q1" + } + ] + }, + { + "context": "teguh galuh prabowo lahir pada 26 januari 2004 di pontianak", + "tokens": [ + "teguh", + "galuh", + "prabowo", + "lahir", + "pada", + "26", + "januari", + "2004", + "di", + "pontianak" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan teguh lahir ___", + "answer": "26 januari 2004", + "id": "qa_818_q1" + } + ] + }, + { + "context": "wahyu lahir pada 19 september 1984 di yogyakarta", + "tokens": [ + "wahyu", + "lahir", + "pada", + "19", + "september", + "1984", + "di", + "yogyakarta" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan wahyu lahir ___", + "answer": "19 september 1984", + "id": "qa_819_q1" + } + ] + }, + { + "context": "nina fauziah lahir pada 13 mei 1961 di kendari", + "tokens": [ + "nina", + "fauziah", + "lahir", + "pada", + "13", + "mei", + "1961", + "di", + "kendari" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana nina lahir ___", + "answer": "kendari", + "id": "qa_820_q1" + } + ] + }, + { + "context": "joni rizki lahir pada 1 februari 1940 di makassar", + "tokens": [ + "joni", + "rizki", + "lahir", + "pada", + "1", + "februari", + "1940", + "di", + "makassar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa joni lahir ___", + "answer": "1 februari 1940", + "id": "qa_821_q1" + } + ] + }, + { + "context": "khansa lahir pada 1 november 1997 di cilegon", + "tokens": [ + "khansa", + "lahir", + "pada", + "1", + "november", + "1997", + "di", + "cilegon" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa khansa lahir ___", + "answer": "1 november 1997", + "id": "qa_822_q1" + } + ] + }, + { + "context": "wawan purnama lahir pada 15 maret 2001 di bekasi", + "tokens": [ + "wawan", + "purnama", + "lahir", + "pada", + "15", + "maret", + "2001", + "di", + "bekasi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana wawan lahir ___", + "answer": "bekasi", + "id": "qa_823_q1" + } + ] + }, + { + "context": "dewi laksono lahir pada 1 februari 2006 di sukabumi", + "tokens": [ + "dewi", + "laksono", + "lahir", + "pada", + "1", + "februari", + "2006", + "di", + "sukabumi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana dewi lahir ___", + "answer": "sukabumi", + "id": "qa_824_q1" + } + ] + }, + { + "context": "laila susanto lahir pada 5 september 1969 di solo", + "tokens": [ + "laila", + "susanto", + "lahir", + "pada", + "5", + "september", + "1969", + "di", + "solo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di solo ___", + "answer": "laila susanto", + "id": "qa_825_q1" + } + ] + }, + { + "context": "galuh yana ayuningtyas lahir pada 20 mei 1996 di tegal", + "tokens": [ + "galuh", + "yana", + "ayuningtyas", + "lahir", + "pada", + "20", + "mei", + "1996", + "di", + "tegal" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana galuh lahir ___", + "answer": "tegal", + "id": "qa_826_q1" + } + ] + }, + { + "context": "ernita luthfi sukma lahir pada 13 juni 1991 di banjarmasin", + "tokens": [ + "ernita", + "luthfi", + "sukma", + "lahir", + "pada", + "13", + "juni", + "1991", + "di", + "banjarmasin" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa ernita lahir ___", + "answer": "13 juni 1991", + "id": "qa_827_q1" + } + ] + }, + { + "context": "candra anggraini lahir pada 16 april 1966 di ambon", + "tokens": [ + "candra", + "anggraini", + "lahir", + "pada", + "16", + "april", + "1966", + "di", + "ambon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana candra lahir ___", + "answer": "ambon", + "id": "qa_828_q1" + } + ] + }, + { + "context": "dewi lahir pada 2 juni 2009 di banjarmasin", + "tokens": [ + "dewi", + "lahir", + "pada", + "2", + "juni", + "2009", + "di", + "banjarmasin" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana dewi lahir ___", + "answer": "banjarmasin", + "id": "qa_829_q1" + } + ] + }, + { + "context": "yana yosef prasetyo lahir pada 2 mei 1980 di kupang", + "tokens": [ + "yana", + "yosef", + "prasetyo", + "lahir", + "pada", + "2", + "mei", + "1980", + "di", + "kupang" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana yana lahir ___", + "answer": "kupang", + "id": "qa_830_q1" + } + ] + }, + { + "context": "wawan ilham purnama lahir pada 24 desember 1942 di banjarmasin", + "tokens": [ + "wawan", + "ilham", + "purnama", + "lahir", + "pada", + "24", + "desember", + "1942", + "di", + "banjarmasin" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa wawan lahir ___", + "answer": "24 desember 1942", + "id": "qa_831_q1" + } + ] + }, + { + "context": "gina hendra lahir pada 11 april 2006 di cilegon", + "tokens": [ + "gina", + "hendra", + "lahir", + "pada", + "11", + "april", + "2006", + "di", + "cilegon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di cilegon ___", + "answer": "gina hendra", + "id": "qa_832_q1" + } + ] + }, + { + "context": "vina eka pratama lahir pada 22 november 2010 di palembang", + "tokens": [ + "vina", + "eka", + "pratama", + "lahir", + "pada", + "22", + "november", + "2010", + "di", + "palembang" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana vina lahir ___", + "answer": "palembang", + "id": "qa_833_q1" + } + ] + }, + { + "context": "nina maulana lahir pada 8 november 1945 di depok", + "tokens": [ + "nina", + "maulana", + "lahir", + "pada", + "8", + "november", + "1945", + "di", + "depok" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di depok ___", + "answer": "nina maulana", + "id": "qa_834_q1" + } + ] + }, + { + "context": "joni eka lahir pada 9 juli 1969 di semarang", + "tokens": [ + "joni", + "eka", + "lahir", + "pada", + "9", + "juli", + "1969", + "di", + "semarang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa joni lahir ___", + "answer": "9 juli 1969", + "id": "qa_835_q1" + } + ] + }, + { + "context": "sari udin saputra lahir pada 16 november 1955 di blitar", + "tokens": [ + "sari", + "udin", + "saputra", + "lahir", + "pada", + "16", + "november", + "1955", + "di", + "blitar" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan sari lahir ___", + "answer": "16 november 1955", + "id": "qa_836_q1" + } + ] + }, + { + "context": "hari santoso lahir pada 2 april 2002 di serang", + "tokens": [ + "hari", + "santoso", + "lahir", + "pada", + "2", + "april", + "2002", + "di", + "serang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa hari lahir ___", + "answer": "2 april 2002", + "id": "qa_837_q1" + } + ] + }, + { + "context": "dian purnama lahir pada 23 september 1966 di yogyakarta", + "tokens": [ + "dian", + "purnama", + "lahir", + "pada", + "23", + "september", + "1966", + "di", + "yogyakarta" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa dian lahir ___", + "answer": "23 september 1966", + "id": "qa_838_q1" + } + ] + }, + { + "context": "zulfa qori putra lahir pada 2 desember 1948 di serang", + "tokens": [ + "zulfa", + "qori", + "putra", + "lahir", + "pada", + "2", + "desember", + "1948", + "di", + "serang" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana zulfa lahir ___", + "answer": "serang", + "id": "qa_839_q1" + } + ] + }, + { + "context": "xenia lahir pada 13 maret 1986 di salatiga", + "tokens": [ + "xenia", + "lahir", + "pada", + "13", + "maret", + "1986", + "di", + "salatiga" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan xenia lahir ___", + "answer": "13 maret 1986", + "id": "qa_840_q1" + } + ] + }, + { + "context": "dewi fauziah lahir pada 16 januari 1942 di cilegon", + "tokens": [ + "dewi", + "fauziah", + "lahir", + "pada", + "16", + "januari", + "1942", + "di", + "cilegon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di cilegon ___", + "answer": "dewi fauziah", + "id": "qa_841_q1" + } + ] + }, + { + "context": "faisal putra lahir pada 13 november 1978 di ambon", + "tokens": [ + "faisal", + "putra", + "lahir", + "pada", + "13", + "november", + "1978", + "di", + "ambon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa faisal lahir ___", + "answer": "13 november 1978", + "id": "qa_842_q1" + } + ] + }, + { + "context": "luthfi adewi lahir pada 28 juni 2007 di manado", + "tokens": [ + "luthfi", + "adewi", + "lahir", + "pada", + "28", + "juni", + "2007", + "di", + "manado" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana luthfi lahir ___", + "answer": "manado", + "id": "qa_843_q1" + } + ] + }, + { + "context": "bayu wirawan lahir pada 26 mei 1996 di denpasar", + "tokens": [ + "bayu", + "wirawan", + "lahir", + "pada", + "26", + "mei", + "1996", + "di", + "denpasar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana bayu lahir ___", + "answer": "denpasar", + "id": "qa_844_q1" + } + ] + }, + { + "context": "ernita lahir pada 10 maret 1997 di bogor", + "tokens": ["ernita", "lahir", "pada", "10", "maret", "1997", "di", "bogor"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa ernita lahir ___", + "answer": "10 maret 1997", + "id": "qa_845_q1" + } + ] + }, + { + "context": "dewi setiawan lahir pada 9 januari 1947 di surabaya", + "tokens": [ + "dewi", + "setiawan", + "lahir", + "pada", + "9", + "januari", + "1947", + "di", + "surabaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana dewi lahir ___", + "answer": "surabaya", + "id": "qa_846_q1" + } + ] + }, + { + "context": "budi indrawan lahir pada 12 januari 2007 di denpasar", + "tokens": [ + "budi", + "indrawan", + "lahir", + "pada", + "12", + "januari", + "2007", + "di", + "denpasar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di denpasar ___", + "answer": "budi indrawan", + "id": "qa_847_q1" + } + ] + }, + { + "context": "udin ilham lahir pada 20 november 1984 di jayapura", + "tokens": [ + "udin", + "ilham", + "lahir", + "pada", + "20", + "november", + "1984", + "di", + "jayapura" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa udin lahir ___", + "answer": "20 november 1984", + "id": "qa_848_q1" + } + ] + }, + { + "context": "kiki ayuningtyas lahir pada 15 juli 1944 di malang", + "tokens": [ + "kiki", + "ayuningtyas", + "lahir", + "pada", + "15", + "juli", + "1944", + "di", + "malang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan kiki lahir ___", + "answer": "15 juli 1944", + "id": "qa_849_q1" + } + ] + }, + { + "context": "aditya rizki lahir pada 25 november 1954 di bekasi", + "tokens": [ + "aditya", + "rizki", + "lahir", + "pada", + "25", + "november", + "1954", + "di", + "bekasi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan aditya lahir ___", + "answer": "25 november 1954", + "id": "qa_850_q1" + } + ] + }, + { + "context": "tania joko lahir pada 22 agustus 1950 di jember", + "tokens": [ + "tania", + "joko", + "lahir", + "pada", + "22", + "agustus", + "1950", + "di", + "jember" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana tania lahir ___", + "answer": "jember", + "id": "qa_851_q1" + } + ] + }, + { + "context": "luthfi umi lahir pada 12 april 1989 di palembang", + "tokens": [ + "luthfi", + "umi", + "lahir", + "pada", + "12", + "april", + "1989", + "di", + "palembang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di palembang ___", + "answer": "luthfi umi", + "id": "qa_852_q1" + } + ] + }, + { + "context": "hari susanto lahir pada 7 mei 1982 di bogor", + "tokens": [ + "hari", + "susanto", + "lahir", + "pada", + "7", + "mei", + "1982", + "di", + "bogor" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana hari lahir ___", + "answer": "bogor", + "id": "qa_853_q1" + } + ] + }, + { + "context": "joni dewi yuliana lahir pada 24 maret 1972 di salatiga", + "tokens": [ + "joni", + "dewi", + "yuliana", + "lahir", + "pada", + "24", + "maret", + "1972", + "di", + "salatiga" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan joni lahir ___", + "answer": "24 maret 1972", + "id": "qa_854_q1" + } + ] + }, + { + "context": "yana nugroho lahir pada 4 agustus 1946 di solo", + "tokens": [ + "yana", + "nugroho", + "lahir", + "pada", + "4", + "agustus", + "1946", + "di", + "solo" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana yana lahir ___", + "answer": "solo", + "id": "qa_855_q1" + } + ] + }, + { + "context": "candra adewi lahir pada 10 april 1965 di gianyar", + "tokens": [ + "candra", + "adewi", + "lahir", + "pada", + "10", + "april", + "1965", + "di", + "gianyar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana candra lahir ___", + "answer": "gianyar", + "id": "qa_856_q1" + } + ] + }, + { + "context": "hari lahir pada 9 oktober 1945 di padang", + "tokens": ["hari", "lahir", "pada", "9", "oktober", "1945", "di", "padang"], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan hari lahir ___", + "answer": "9 oktober 1945", + "id": "qa_857_q1" + } + ] + }, + { + "context": "putri gina lahir pada 21 november 1955 di sukabumi", + "tokens": [ + "putri", + "gina", + "lahir", + "pada", + "21", + "november", + "1955", + "di", + "sukabumi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa putri lahir ___", + "answer": "21 november 1955", + "id": "qa_858_q1" + } + ] + }, + { + "context": "khansa yana susanto lahir pada 9 november 1956 di solo", + "tokens": [ + "khansa", + "yana", + "susanto", + "lahir", + "pada", + "9", + "november", + "1956", + "di", + "solo" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan khansa lahir ___", + "answer": "9 november 1956", + "id": "qa_859_q1" + } + ] + }, + { + "context": "wawan rahmat lahir pada 17 juni 2009 di kediri", + "tokens": [ + "wawan", + "rahmat", + "lahir", + "pada", + "17", + "juni", + "2009", + "di", + "kediri" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di kediri ___", + "answer": "wawan rahmat", + "id": "qa_860_q1" + } + ] + }, + { + "context": "nina khansa fauziah lahir pada 19 juni 1955 di purwokerto", + "tokens": [ + "nina", + "khansa", + "fauziah", + "lahir", + "pada", + "19", + "juni", + "1955", + "di", + "purwokerto" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di purwokerto ___", + "answer": "nina khansa fauziah", + "id": "qa_861_q1" + } + ] + }, + { + "context": "ernita hidayat lahir pada 22 mei 1951 di pontianak", + "tokens": [ + "ernita", + "hidayat", + "lahir", + "pada", + "22", + "mei", + "1951", + "di", + "pontianak" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan ernita lahir ___", + "answer": "22 mei 1951", + "id": "qa_862_q1" + } + ] + }, + { + "context": "teguh putra lahir pada 15 februari 2004 di purwokerto", + "tokens": [ + "teguh", + "putra", + "lahir", + "pada", + "15", + "februari", + "2004", + "di", + "purwokerto" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan teguh lahir ___", + "answer": "15 februari 2004", + "id": "qa_863_q1" + } + ] + }, + { + "context": "dewi lahir pada 10 januari 1943 di denpasar", + "tokens": [ + "dewi", + "lahir", + "pada", + "10", + "januari", + "1943", + "di", + "denpasar" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa dewi lahir ___", + "answer": "10 januari 1943", + "id": "qa_864_q1" + } + ] + }, + { + "context": "luthfi lahir pada 5 oktober 1972 di palembang", + "tokens": [ + "luthfi", + "lahir", + "pada", + "5", + "oktober", + "1972", + "di", + "palembang" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana luthfi lahir ___", + "answer": "palembang", + "id": "qa_865_q1" + } + ] + }, + { + "context": "budi adewi lahir pada 3 oktober 1973 di samarinda", + "tokens": [ + "budi", + "adewi", + "lahir", + "pada", + "3", + "oktober", + "1973", + "di", + "samarinda" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di samarinda ___", + "answer": "budi adewi", + "id": "qa_866_q1" + } + ] + }, + { + "context": "qori dian nugroho lahir pada 26 oktober 1963 di salatiga", + "tokens": [ + "qori", + "dian", + "nugroho", + "lahir", + "pada", + "26", + "oktober", + "1963", + "di", + "salatiga" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di salatiga ___", + "answer": "qori dian nugroho", + "id": "qa_867_q1" + } + ] + }, + { + "context": "ilham martini lahir pada 9 februari 1940 di medan", + "tokens": [ + "ilham", + "martini", + "lahir", + "pada", + "9", + "februari", + "1940", + "di", + "medan" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana ilham lahir ___", + "answer": "medan", + "id": "qa_868_q1" + } + ] + }, + { + "context": "oki surya puspitasari lahir pada 17 juni 1942 di sidoarjo", + "tokens": [ + "oki", + "surya", + "puspitasari", + "lahir", + "pada", + "17", + "juni", + "1942", + "di", + "sidoarjo" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan oki lahir ___", + "answer": "17 juni 1942", + "id": "qa_869_q1" + } + ] + }, + { + "context": "laila arifin lahir pada 15 desember 2000 di gianyar", + "tokens": [ + "laila", + "arifin", + "lahir", + "pada", + "15", + "desember", + "2000", + "di", + "gianyar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa laila lahir ___", + "answer": "15 desember 2000", + "id": "qa_870_q1" + } + ] + }, + { + "context": "bayu arifin lahir pada 28 agustus 1994 di cilegon", + "tokens": [ + "bayu", + "arifin", + "lahir", + "pada", + "28", + "agustus", + "1994", + "di", + "cilegon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana bayu lahir ___", + "answer": "cilegon", + "id": "qa_871_q1" + } + ] + }, + { + "context": "dian lahir pada 17 februari 1967 di makassar", + "tokens": [ + "dian", + "lahir", + "pada", + "17", + "februari", + "1967", + "di", + "makassar" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan dian lahir ___", + "answer": "17 februari 1967", + "id": "qa_872_q1" + } + ] + }, + { + "context": "aditya indrawan lahir pada 11 februari 1945 di padang", + "tokens": [ + "aditya", + "indrawan", + "lahir", + "pada", + "11", + "februari", + "1945", + "di", + "padang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di padang ___", + "answer": "aditya indrawan", + "id": "qa_873_q1" + } + ] + }, + { + "context": "qori lahir pada 17 oktober 1980 di banjarmasin", + "tokens": [ + "qori", + "lahir", + "pada", + "17", + "oktober", + "1980", + "di", + "banjarmasin" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa qori lahir ___", + "answer": "17 oktober 1980", + "id": "qa_874_q1" + } + ] + }, + { + "context": "zulfa yosef nugroho lahir pada 22 mei 1970 di mataram", + "tokens": [ + "zulfa", + "yosef", + "nugroho", + "lahir", + "pada", + "22", + "mei", + "1970", + "di", + "mataram" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa zulfa lahir ___", + "answer": "22 mei 1970", + "id": "qa_875_q1" + } + ] + }, + { + "context": "ernita pambudi lahir pada 20 mei 1975 di tasikmalaya", + "tokens": [ + "ernita", + "pambudi", + "lahir", + "pada", + "20", + "mei", + "1975", + "di", + "tasikmalaya" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa ernita lahir ___", + "answer": "20 mei 1975", + "id": "qa_876_q1" + } + ] + }, + { + "context": "eka suharto lahir pada 23 maret 1985 di cilegon", + "tokens": [ + "eka", + "suharto", + "lahir", + "pada", + "23", + "maret", + "1985", + "di", + "cilegon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa eka lahir ___", + "answer": "23 maret 1985", + "id": "qa_877_q1" + } + ] + }, + { + "context": "hari pambudi lahir pada 21 juli 1980 di salatiga", + "tokens": [ + "hari", + "pambudi", + "lahir", + "pada", + "21", + "juli", + "1980", + "di", + "salatiga" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan hari lahir ___", + "answer": "21 juli 1980", + "id": "qa_878_q1" + } + ] + }, + { + "context": "teguh widodo lahir pada 16 november 2000 di bekasi", + "tokens": [ + "teguh", + "widodo", + "lahir", + "pada", + "16", + "november", + "2000", + "di", + "bekasi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di bekasi ___", + "answer": "teguh widodo", + "id": "qa_879_q1" + } + ] + }, + { + "context": "gina mita lahir pada 12 juni 1955 di samarinda", + "tokens": [ + "gina", + "mita", + "lahir", + "pada", + "12", + "juni", + "1955", + "di", + "samarinda" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan gina lahir ___", + "answer": "12 juni 1955", + "id": "qa_880_q1" + } + ] + }, + { + "context": "pratiwi wibowo lahir pada 2 mei 1958 di blitar", + "tokens": [ + "pratiwi", + "wibowo", + "lahir", + "pada", + "2", + "mei", + "1958", + "di", + "blitar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana pratiwi lahir ___", + "answer": "blitar", + "id": "qa_881_q1" + } + ] + }, + { + "context": "yosef permana lahir pada 19 juli 1967 di sukabumi", + "tokens": [ + "yosef", + "permana", + "lahir", + "pada", + "19", + "juli", + "1967", + "di", + "sukabumi" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di sukabumi ___", + "answer": "yosef permana", + "id": "qa_882_q1" + } + ] + }, + { + "context": "udin yana hidayat lahir pada 28 september 1970 di tegal", + "tokens": [ + "udin", + "yana", + "hidayat", + "lahir", + "pada", + "28", + "september", + "1970", + "di", + "tegal" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana udin lahir ___", + "answer": "tegal", + "id": "qa_883_q1" + } + ] + }, + { + "context": "galuh galuh lahir pada 5 juni 1965 di pontianak", + "tokens": [ + "galuh", + "galuh", + "lahir", + "pada", + "5", + "juni", + "1965", + "di", + "pontianak" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana galuh lahir ___", + "answer": "pontianak", + "id": "qa_884_q1" + } + ] + }, + { + "context": "ernita sukma lahir pada 18 juli 2003 di pontianak", + "tokens": [ + "ernita", + "sukma", + "lahir", + "pada", + "18", + "juli", + "2003", + "di", + "pontianak" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana ernita lahir ___", + "answer": "pontianak", + "id": "qa_885_q1" + } + ] + }, + { + "context": "opik surya handayani lahir pada 26 januari 1992 di bekasi", + "tokens": [ + "opik", + "surya", + "handayani", + "lahir", + "pada", + "26", + "januari", + "1992", + "di", + "bekasi" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa opik lahir ___", + "answer": "26 januari 1992", + "id": "qa_886_q1" + } + ] + }, + { + "context": "mita indrawan lahir pada 2 november 2000 di gianyar", + "tokens": [ + "mita", + "indrawan", + "lahir", + "pada", + "2", + "november", + "2000", + "di", + "gianyar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan mita lahir ___", + "answer": "2 november 2000", + "id": "qa_887_q1" + } + ] + }, + { + "context": "aditya lahir pada 28 november 1947 di makassar", + "tokens": [ + "aditya", + "lahir", + "pada", + "28", + "november", + "1947", + "di", + "makassar" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan aditya lahir ___", + "answer": "28 november 1947", + "id": "qa_888_q1" + } + ] + }, + { + "context": "eka yosef lahir pada 3 mei 1948 di tegal", + "tokens": [ + "eka", + "yosef", + "lahir", + "pada", + "3", + "mei", + "1948", + "di", + "tegal" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa eka lahir ___", + "answer": "3 mei 1948", + "id": "qa_889_q1" + } + ] + }, + { + "context": "nadya utama lahir pada 20 april 1987 di bandung", + "tokens": [ + "nadya", + "utama", + "lahir", + "pada", + "20", + "april", + "1987", + "di", + "bandung" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana nadya lahir ___", + "answer": "bandung", + "id": "qa_890_q1" + } + ] + }, + { + "context": "wawan hidayat lahir pada 10 januari 1976 di makassar", + "tokens": [ + "wawan", + "hidayat", + "lahir", + "pada", + "10", + "januari", + "1976", + "di", + "makassar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana wawan lahir ___", + "answer": "makassar", + "id": "qa_891_q1" + } + ] + }, + { + "context": "hari prabowo lahir pada 27 juli 1973 di jakarta", + "tokens": [ + "hari", + "prabowo", + "lahir", + "pada", + "27", + "juli", + "1973", + "di", + "jakarta" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana hari lahir ___", + "answer": "jakarta", + "id": "qa_892_q1" + } + ] + }, + { + "context": "putri pratiwi utama lahir pada 17 september 2004 di jayapura", + "tokens": [ + "putri", + "pratiwi", + "utama", + "lahir", + "pada", + "17", + "september", + "2004", + "di", + "jayapura" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana putri lahir ___", + "answer": "jayapura", + "id": "qa_893_q1" + } + ] + }, + { + "context": "rani wahyudi lahir pada 19 oktober 1944 di depok", + "tokens": [ + "rani", + "wahyudi", + "lahir", + "pada", + "19", + "oktober", + "1944", + "di", + "depok" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di depok ___", + "answer": "rani wahyudi", + "id": "qa_894_q1" + } + ] + }, + { + "context": "ernita susanto lahir pada 8 september 1951 di salatiga", + "tokens": [ + "ernita", + "susanto", + "lahir", + "pada", + "8", + "september", + "1951", + "di", + "salatiga" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan ernita lahir ___", + "answer": "8 september 1951", + "id": "qa_895_q1" + } + ] + }, + { + "context": "surya firmansyah lahir pada 21 februari 1971 di malang", + "tokens": [ + "surya", + "firmansyah", + "lahir", + "pada", + "21", + "februari", + "1971", + "di", + "malang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana surya lahir ___", + "answer": "malang", + "id": "qa_896_q1" + } + ] + }, + { + "context": "yana khansa lahir pada 9 januari 2007 di banjarmasin", + "tokens": [ + "yana", + "khansa", + "lahir", + "pada", + "9", + "januari", + "2007", + "di", + "banjarmasin" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana yana lahir ___", + "answer": "banjarmasin", + "id": "qa_897_q1" + } + ] + }, + { + "context": "faisal hendra siregar lahir pada 9 februari 1950 di cilegon", + "tokens": [ + "faisal", + "hendra", + "siregar", + "lahir", + "pada", + "9", + "februari", + "1950", + "di", + "cilegon" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa faisal lahir ___", + "answer": "9 februari 1950", + "id": "qa_898_q1" + } + ] + }, + { + "context": "dian umi prasetyo lahir pada 21 september 1989 di jayapura", + "tokens": [ + "dian", + "umi", + "prasetyo", + "lahir", + "pada", + "21", + "september", + "1989", + "di", + "jayapura" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di jayapura ___", + "answer": "dian umi prasetyo", + "id": "qa_899_q1" + } + ] + }, + { + "context": "eka ayuningtyas lahir pada 2 maret 1979 di makassar", + "tokens": [ + "eka", + "ayuningtyas", + "lahir", + "pada", + "2", + "maret", + "1979", + "di", + "makassar" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan eka lahir ___", + "answer": "2 maret 1979", + "id": "qa_900_q1" + } + ] + }, + { + "context": "hendra lahir pada 21 juni 1984 di surabaya", + "tokens": [ + "hendra", + "lahir", + "pada", + "21", + "juni", + "1984", + "di", + "surabaya" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan hendra lahir ___", + "answer": "21 juni 1984", + "id": "qa_901_q1" + } + ] + }, + { + "context": "rahmat umi ardiansyah lahir pada 27 oktober 2008 di jayapura", + "tokens": [ + "rahmat", + "umi", + "ardiansyah", + "lahir", + "pada", + "27", + "oktober", + "2008", + "di", + "jayapura" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan rahmat lahir ___", + "answer": "27 oktober 2008", + "id": "qa_902_q1" + } + ] + }, + { + "context": "umi setiawan lahir pada 20 agustus 1988 di serang", + "tokens": [ + "umi", + "setiawan", + "lahir", + "pada", + "20", + "agustus", + "1988", + "di", + "serang" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Kapan umi lahir ___", + "answer": "20 agustus 1988", + "id": "qa_903_q1" + } + ] + }, + { + "context": "aditya lahir pada 11 juni 1970 di samarinda", + "tokens": [ + "aditya", + "lahir", + "pada", + "11", + "juni", + "1970", + "di", + "samarinda" + ], + "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana aditya lahir ___", + "answer": "samarinda", + "id": "qa_904_q1" + } + ] + }, + { + "context": "zulfa nadya yuliana lahir pada 7 juli 1988 di jakarta", + "tokens": [ + "zulfa", + "nadya", + "yuliana", + "lahir", + "pada", + "7", + "juli", + "1988", + "di", + "jakarta" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa zulfa lahir ___", + "answer": "7 juli 1988", + "id": "qa_905_q1" + } + ] + }, + { + "context": "udin wawan lahir pada 10 juni 1986 di cilegon", + "tokens": [ + "udin", + "wawan", + "lahir", + "pada", + "10", + "juni", + "1986", + "di", + "cilegon" + ], + "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Tanggal berapa udin lahir ___", + "answer": "10 juni 1986", + "id": "qa_906_q1" + } + ] + }, + { + "context": "joko opik widodo lahir pada 27 maret 1992 di solo", + "tokens": [ + "joko", + "opik", + "widodo", + "lahir", + "pada", + "27", + "maret", + "1992", + "di", + "solo" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Siapa yang lahir di solo ___", + "answer": "joko opik widodo", + "id": "qa_907_q1" + } + ] + }, + { + "context": "Raden Ajeng Kartini lahir pada 21 April 1879 di Jepara.", + "tokens": [ + "Raden", + "Ajeng", + "Kartini", + "lahir", + "pada", + "21", + "April", + "1879", + "di", + "Jepara" + ], + "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "id": "kartini_001_q1", + "type": "isian", + "question": "Dimana Kartini lahir?", + "answer": "Jepara", + "answer_meta": [ + { + "text": "Jepara" + } + ] + }, + { + "id": "kartini_001_q2", + "type": "isian", + "question": "Kartini lahir pada tanggal ___?", + "answer": "21 April 1879", + "answer_meta": [ + { + "text": "21 April 1879" + } + ] + } + ] + }, + { + "context": "Lia Yuliati lahir di Sumedang, Jawa Barat, 19 Juli 1968.", + "tokens": [ + "Lia", + "Yuliati", + "lahir", + "di", + "Sumedang", + "Jawa", + "Barat", + "19", + "Juli", + "1968" + ], + "ner": [ + "PER", + "PER", + "O", + "O", + "LOC", + "LOC", + "LOC", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "id": "lia_yuliati_001_q1", + "type": "isian", + "question": "Dimana Lia Yuliati lahir?", + "answer": "Sumedang Jawa Barat", + "answer_meta": [ + { + "text": "Sumedang, Jawa Barat" + } + ] + }, + { + "id": "lia_yuliati_001_q2", + "type": "isian", + "question": "Lia Yuliati lahir pada tanggal ___?", + "answer": "19 Juli 1968", + "answer_meta": [ + { + "text": "19 Juli 1968" + } + ] + } + ] + }, + { + "context": "Mohammad Hatta lahir di Bukittinggi, 12 Agustus 1902.", + "tokens": [ + "Mohammad", + "Hatta", + "lahir", + "di", + "Bukittinggi", + "12", + "Agustus", + "1902" + ], + "ner": ["PER", "PER", "O", "O", "LOC", "DATE", "DATE", "DATE"], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "id": "mohammad_hatta_001_q1", + "type": "isian", + "question": "Dimana Mohammad Hatta lahir?", + "answer": "Bukittinggi", + "answer_meta": [ + { + "text": "Bukittinggi" + } + ] + }, + { + "id": "mohammad_hatta_001_q2", + "type": "isian", + "question": "Mohammad Hatta lahir pada tanggal ___?", + "answer": "12 Agustus 1902", + "answer_meta": [ + { + "text": "12 Agustus 1902" + } + ] + } + ] + }, + { + "context": "Nama Kalingga berasal dari Kalinga, nama sebuah kerajaan di India Selatan.", + "tokens": [ + "Nama", + "Kalingga", + "berasal", + "dari", + "Kalinga", + "nama", + "sebuah", + "kerajaan", + "di", + "India", + "Selatan" + ], + "ner": ["O", "LOC", "O", "O", "LOC", "O", "O", "O", "O", "LOC", "LOC"], + "srl": [ + "ARG1", + "ARG0", + "V", + "O", + "ARG1", + "O", + "O", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "id": "kalingga_001_q1", + "type": "isian", + "question": "Nama Kalingga berasal dari ___?", + "answer": "Kalinga", + "answer_meta": [ + { + "text": "Kalinga" + } + ] + }, + { + "id": "kalingga_001_q2", + "type": "isian", + "question": "Nama Kalingga adalah nama sebuah ___?", + "answer": "kerajaan", + "answer_meta": [ + { + "text": "kerajaan" + } + ] + } + ] + }, + { + "context": "Kudungga berarti penguasa lokal yang setelah terkena pengaruh Hindu-Buddha daerahnya berubah menjadi kerajaan.", + "tokens": [ + "Kudungga", + "berarti", + "penguasa", + "lokal", + "yang", + "setelah", + "terkena", + "pengaruh", + "Hindu-Buddha", + "daerahnya", + "berubah", + "menjadi", + "kerajaan" + ], + "ner": ["PER", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "O", + "O", + "O", + "O", + "O", + "V", + "V", + "ARG1" + ], + "qas": [ + { + "id": "kudungga_001_q1", + "type": "isian", + "question": "Apa arti Kudungga?", + "answer": "penguasa lokal", + "answer_meta": [ + { + "text": "penguasa lokal" + } + ] + }, + { + "id": "kudungga_001_q2", + "type": "isian", + "question": "Kudungga berubah menjadi ___?", + "answer": "kerajaan", + "answer_meta": [ + { + "text": "kerajaan" + } + ] + } + ] + }, + { + "context": "Sesuai dengan letaknya yang ada di tepi pantai, Buleleng berkembang menjadi pusat perdagangan laut.", + "tokens": [ + "Sesuai", + "dengan", + "letaknya", + "yang", + "ada", + "di", + "tepi", + "pantai", + "Buleleng", + "berkembang", + "menjadi", + "pusat", + "perdagangan", + "laut" + ], + "ner": [ + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O", + "O", + "O", + "O", + "O" + ], + "srl": [ + "O", + "O", + "O", + "O", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARG0", + "V", + "V", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "id": "buleleng_001_q1", + "type": "isian", + "question": "Dimana Buleleng terletak?", + "answer": "tepi pantai", + "answer_meta": [ + { + "text": "tepi pantai" + } + ] + }, + { + "id": "buleleng_001_q2", + "type": "isian", + "question": "Buleleng berkembang menjadi pusat ___?", + "answer": "perdagangan laut", + "answer_meta": [ + { + "text": "perdagangan laut" + } + ] + } + ] + }, + { + "context": "Pertempuran sengit terjadi antara para pejuang dari Buleleng yang dibantu oleh para pejuang Karangasem dan Klungkung melawan Belanda.", + "tokens": [ + "Pertempuran", + "sengit", + "terjadi", + "antara", + "para", + "pejuang", + "dari", + "Buleleng", + "yang", + "dibantu", + "oleh", + "para", + "pejuang", + "Karangasem", + "dan", + "Klungkung", + "melawan", + "Belanda" + ], + "ner": [ + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O", + "LOC", + "O", + "LOC" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O" + ], + "qas": [ + { + "id": "pertempuran_001_q1", + "type": "isian", + "question": "Pertempuran sengit terjadi antara para pejuang dari Buleleng yang dibantu oleh ___.", + "answer": "para pejuang Karangasem dan Klungkung", + "answer_meta": [ + { + "text": "para pejuang Karangasem dan Klungkung" + } + ] + }, + { + "id": "pertempuran_001_q2", + "type": "isian", + "question": "Pertempuran sengit melawan ___?", + "answer": "Belanda", + "answer_meta": [ + { + "text": "Belanda" + } + ] + } + ] + }, + { + "context": "Setelah masuk Islam, raja berganti nama menjadi Sultan Isma’il Syah Zill Allah fi al-Alam dan juga ketiga orang putra dan putrinya yaitu Sultan Mudaffar Syah, Siti Aisyah, dan Sultan Mansyur.", + "tokens": [ + "Setelah", + "masuk", + "Islam", + "raja", + "berganti", + "nama", + "menjadi", + "Sultan", + "Isma’il", + "Syah", + "Zill", + "Allah", + "fi", + "al-Alam", + "dan", + "juga", + "ketiga", + "orang", + "putra", + "dan", + "putrinya", + "yaitu", + "Sultan", + "Mudaffar", + "Syah", + "Siti", + "Aisyah", + "dan", + "Sultan", + "Mansyur" + ], + "ner": [ + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "PER", + "PER", + "PER", + "PER", + "PER", + "PER", + "PER", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "PER", + "PER", + "PER", + "PER", + "PER", + "O", + "PER", + "PER" + ], + "srl": [ + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARG0", + "V", + "ARG1", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O" + ], + "qas": [ + { + "id": "raja_nama_001_q1", + "type": "isian", + "question": "Raja berganti nama menjadi ___?", + "answer": "Sultan Isma’il Syah Zill Allah fi al-Alam", + "answer_meta": [ + { + "text": "Sultan Isma’il Syah Zill Allah fi al-Alam" + } + ] + }, + { + "id": "raja_nama_001_q2", + "type": "isian", + "question": "Siapa saja putra-putri raja?", + "answer": "Sultan Mudaffar Syah", + "answer_meta": [ + { + "text": "Sultan Mudaffar Syah" + }, + { + "text": "Siti Aisyah" + }, + { + "text": "Sultan Mansyur" + } + ] + } + ] + }, + { + "context": "kerajaan kutai berlokasi di kalimantan timur", + "tokens": ["kerajaan", "kutai", "berlokasi", "di", "kalimantan", "timur"], + "ner": ["B-ORG", "I-ORG", "O", "O", "B-LOC", "I-LOC"], + "srl": ["ARG1", "ARG1", "V", "O", "ARGM-LOC", "ARGM-LOC"], + "qas": [ + { + "type": "isian", + "question": "Di mana letak kerajaan kutai ___", + "answer": "kalimantan timur", + "id": "qa_916_q1" + } + ] + }, + { + "context": "Kompleks Trowulan inilah yang diperkirakan dulu menjadi pusat pemerintahan Kerajaan Majapahit.", + "tokens": [ + "Kompleks", + "Trowulan", + "inilah", + "yang", + "diperkirakan", + "dulu", + "menjadi", + "pusat", + "pemerintahan", + "Kerajaan", + "Majapahit" + ], + "ner": ["O", "LOC", "O", "O", "O", "O", "O", "O", "O", "O", "LOC"], + "srl": [ + "ARGM-TMP", + "ARG0", + "O", + "O", + "O", + "O", + "V", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "id": "majapahit_002_q1", + "type": "isian", + "question": "Kompleks Trowulan diperkirakan menjadi pusat pemerintahan Kerajaan ___?", + "answer": "Majapahit", + "answer_meta": [ + { + "text": "Majapahit" + } + ] + }, + { + "id": "majapahit_002_q2", + "type": "isian", + "question": "Kompleks ___ inilah yang diperkirakan menjadi pusat pemerintahan Majapahit?", + "answer": "Trowulan", + "answer_meta": [ + { + "text": "Trowulan" + } + ] + } + ] + }, + { + "context": "Samudra Pasai terletak di pantai utara Sumatra Aceh dekat dengan Perlak Malaysia. Kerajaan ini didirikan oleh Marah Silu.", + "tokens": [ + "Samudra", + "Pasai", + "terletak", + "di", + "pantai", + "utara", + "Sumatra", + "Aceh", + "dekat", + "dengan", + "Perlak", + "Malaysia", + "Kerajaan", + "ini", + "didirikan", + "oleh", + "Marah", + "Silu" + ], + "ner": [ + "LOC", + "LOC", + "O", + "O", + "O", + "O", + "LOC", + "LOC", + "O", + "O", + "LOC", + "LOC", + "O", + "O", + "O", + "O", + "PER", + "PER" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARG1", + "ARG1", + "V", + "O", + "ARG0", + "ARG0" + ], + "qas": [ + { + "id": "samudra_pasai_002_q1", + "type": "isian", + "question": "Samudra Pasai terletak di pantai utara ___?", + "answer": "Sumatra", + "answer_meta": [ + { + "text": "Sumatra" + } + ] + }, + { + "id": "samudra_pasai_002_q2", + "type": "isian", + "question": "Kerajaan Samudra Pasai didirikan oleh ___?", + "answer": "Marah Silu", + "answer_meta": [ + { + "text": "Marah Silu" + } + ] + } + ] + }, + { + "context": "Kerajaan Malaka berkembang sebagai pelabuhan pusat perdagangan dan pusat penyebaran Islam yang sangat penting di Asia Tenggara. Paramisora adalah raja pertama Kerajaan Malaka.", + "tokens": [ + "Kerajaan", + "Malaka", + "berkembang", + "sebagai", + "pelabuhan", + "pusat", + "perdagangan", + "dan", + "pusat", + "penyebaran", + "Islam", + "yang", + "sangat", + "penting", + "di", + "Asia", + "Tenggara", + "Paramisora", + "adalah", + "raja", + "pertama", + "Kerajaan", + "Malaka" + ], + "ner": [ + "O", + "LOC", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "LOC", + "LOC", + "PER", + "O", + "O", + "O", + "O", + "LOC" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "O", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "ARG1", + "O", + "O", + "O", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARG0", + "V", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "id": "malaka_002_q1", + "type": "isian", + "question": "Kerajaan Malaka berkembang sebagai ___?", + "answer": "pelabuhan", + "answer_meta": [ + { + "text": "pelabuhan" + } + ] + }, + { + "id": "malaka_002_q2", + "type": "isian", + "question": "Siapa raja pertama Kerajaan Malaka?", + "answer": "Paramisora", + "answer_meta": [ + { + "text": "Paramisora" + } + ] + } + ] + }, + { + "context": "Demak adalah kerajaan Islam pertama di pulau Jawa yang berdiri tahun 1500 M. Raden Patah adalah raja pertamanya.", + "tokens": [ + "Demak", + "adalah", + "kerajaan", + "Islam", + "pertama", + "di", + "pulau", + "Jawa", + "yang", + "berdiri", + "tahun", + "1500", + "M", + "Raden", + "Patah", + "adalah", + "raja", + "pertamanya" + ], + "ner": [ + "LOC", + "O", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O", + "O", + "O", + "DATE", + "O", + "PER", + "PER", + "O", + "O", + "O" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "ARG1", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O", + "V", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1" + ], + "qas": [ + { + "id": "demak_002_q1", + "type": "isian", + "question": "Kerajaan Demak berdiri tahun ___?", + "answer": "1500", + "answer_meta": [ + { + "text": "1500 M" + } + ] + }, + { + "id": "demak_002_q2", + "type": "isian", + "question": "Siapa raja pertama Kerajaan Demak?", + "answer": "Raden Patah", + "answer_meta": [ + { + "text": "Raden Patah" + } + ] + } + ] + }, + { + "context": "Raja pertama dari Kerajaan Aceh adalah Sultan Ali Mughayat Syah yang memerintah pada tahun 1514 hingga 1528.", + "tokens": [ + "Raja", + "pertama", + "dari", + "Kerajaan", + "Aceh", + "adalah", + "Sultan", + "Ali", + "Mughayat", + "Syah", + "yang", + "memerintah", + "pada", + "tahun", + "1514", + "hingga", + "1528" + ], + "ner": [ + "O", + "O", + "O", + "O", + "LOC", + "O", + "PER", + "PER", + "PER", + "PER", + "O", + "O", + "O", + "DATE", + "DATE", + "O", + "DATE" + ], + "srl": [ + "O", + "O", + "O", + "O", + "ARG1", + "V", + "ARG0", + "ARG0", + "ARG0", + "ARG0", + "O", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-TMP" + ], + "qas": [ + { + "id": "aceh_002_q1", + "type": "isian", + "question": "Siapa raja pertama Kerajaan Aceh?", + "answer": "Sultan Ali Mughayat Syah", + "answer_meta": [ + { + "text": "Sultan Ali Mughayat Syah" + } + ] + }, + { + "id": "aceh_002_q2", + "type": "isian", + "question": "Raja pertama Kerajaan Aceh memerintah pada tahun ___?", + "answer": "1514", + "answer_meta": [ + { + "text": "1514 hingga 1528" + } + ] + } + ] + }, + { + "context": "Raja pertama Kerajaan Islam Banten adalah Hasanuddin yang memerintah sekitar tahun 1527 hingga 1570.", + "tokens": [ + "Raja", + "pertama", + "Kerajaan", + "Islam", + "Banten", + "adalah", + "Hasanuddin", + "yang", + "memerintah", + "sekitar", + "tahun", + "1527", + "hingga", + "1570" + ], + "ner": [ + "O", + "O", + "O", + "O", + "LOC", + "O", + "PER", + "O", + "O", + "O", + "O", + "DATE", + "O", + "DATE" + ], + "srl": [ + "O", + "O", + "ARG1", + "ARG1", + "ARG1", + "V", + "ARG0", + "O", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-TMP" + ], + "qas": [ + { + "id": "banten_002_q1", + "type": "isian", + "question": "Siapa raja pertama Kerajaan Islam Banten?", + "answer": "Hasanuddin", + "answer_meta": [ + { + "text": "Hasanuddin" + } + ] + }, + { + "id": "banten_002_q2", + "type": "isian", + "question": "Raja Hasanuddin memerintah sekitar tahun ___?", + "answer": "1527", + "answer_meta": [ + { + "text": "1527 hingga 1570" + } + ] + } + ] + }, + { + "context": "Kerajaan Makasar merupakan kerajaan Islam pertama di Sulawesi. Letak kerajaan makasar sangat strategis pada jalur pelayaran Malaka ke Maluku.", + "tokens": [ + "Kerajaan", + "Makasar", + "merupakan", + "kerajaan", + "Islam", + "pertama", + "di", + "Sulawesi", + "Letak", + "kerajaan", + "makasar", + "sangat", + "strategis", + "pada", + "jalur", + "pelayaran", + "Malaka", + "ke", + "Maluku" + ], + "ner": [ + "O", + "LOC", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O", + "O", + "LOC", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O", + "LOC" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARG0", + "O", + "O", + "O", + "O", + "O", + "ARGM-LOC", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "id": "makassar_002_q1", + "type": "isian", + "question": "Kerajaan Makasar merupakan kerajaan Islam pertama di ___?", + "answer": "Sulawesi", + "answer_meta": [ + { + "text": "Sulawesi" + } + ] + }, + { + "id": "makassar_002_q2", + "type": "isian", + "question": "Letak Kerajaan Makasar sangat strategis pada jalur pelayaran dari ___ ke ___?", + "answer": "Malaka Maluku", + "answer_meta": [ + { + "text": "Malaka ke Maluku" + } + ] + } + ] + }, + { + "context": "Kerajaan Mataram Islam mulai berdiri pada tahun 1586 oleh Senopati melalui pemindahan pusat pemerintahan dari Pajang ke Mataram.", + "tokens": [ + "Kerajaan", + "Mataram", + "Islam", + "mulai", + "berdiri", + "pada", + "tahun", + "1586", + "oleh", + "Senopati", + "melalui", + "pemindahan", + "pusat", + "pemerintahan", + "dari", + "Pajang", + "ke", + "Mataram" + ], + "ner": [ + "O", + "LOC", + "O", + "O", + "O", + "O", + "DATE", + "DATE", + "O", + "PER", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O", + "LOC" + ], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "O", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARG1", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "id": "mataram_islam_002_q1", + "type": "isian", + "question": "Kerajaan Mataram Islam mulai berdiri pada tahun ___?", + "answer": "1586", + "answer_meta": [ + { + "text": "1586" + } + ] + }, + { + "id": "mataram_islam_002_q2", + "type": "isian", + "question": "Pemindahan pusat pemerintahan dilakukan dari ___ ke ___?", + "answer": "Pajang Mataram", + "answer_meta": [ + { + "text": "Pajang ke Mataram" + } + ] + } + ] + }, + { + "context": "Hayam Wuruk memerintah Majapahit dari tahun 1350 hingga 1389 M.", + "tokens": [ + "Hayam", + "Wuruk", + "memerintah", + "Majapahit", + "dari", + "tahun", + "1350", + "hingga", + "1389", + "M" + ], + "ner": ["PER", "PER", "O", "LOC", "O", "O", "DATE", "O", "DATE", "O"], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "O", + "O", + "ARGM-TMP", + "O", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "id": "hayam_wuruk_002_q1", + "type": "isian", + "question": "Hayam Wuruk memerintah Majapahit dari tahun ___?", + "answer": "1350", + "answer_meta": [ + { + "text": "1350" + } + ] + }, + { + "id": "hayam_wuruk_002_q2", + "type": "isian", + "question": "Hayam Wuruk memerintah Majapahit hingga tahun ___?", + "answer": "1389", + "answer_meta": [ + { + "text": "1389" + } + ] + } + ] + }, + { + "context": "Perkembangan perdagangan tersebut telah memperkuat kedudukan Sriwijaya sebagai kerajaan maritim.", + "tokens": [ + "Perkembangan", + "perdagangan", + "tersebut", + "telah", + "memperkuat", + "kedudukan", + "Sriwijaya", + "sebagai", + "kerajaan", + "maritim" + ], + "ner": ["O", "O", "O", "O", "O", "O", "LOC", "O", "O", "O"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "O", + "V", + "ARG1", + "ARG0", + "O", + "ARG1", + "ARG1" + ], + "qas": [ + { + "id": "sriwijaya_002_q1", + "type": "isian", + "question": "Perkembangan apa yang memperkuat kedudukan Sriwijaya?", + "answer": "perdagangan", + "answer_meta": [ + { + "text": "perdagangan" + } + ] + }, + { + "id": "sriwijaya_002_q2", + "type": "isian", + "question": "Sriwijaya menjadi kerajaan ___?", + "answer": "maritim", + "answer_meta": [ + { + "text": "maritim" + } + ] + } + ] + }, + { + "context": "Kerajaan Majapahit berdiri pada tahun 1293.", + "tokens": ["Kerajaan", "Majapahit", "berdiri", "pada", "tahun", "1293"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_001_q1", + "type": "isian", + "question": "Kerajaan Majapahit berdiri pada tahun ___?", + "answer": "1293", + "answer_meta": [ + { + "text": "1293" + } + ] + }, + { + "id": "kerajaan_001_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 1293?", + "answer": "Majapahit", + "answer_meta": [ + { + "text": "Majapahit" + } + ] + } + ] + }, + { + "context": "Kerajaan Sriwijaya berdiri pada tahun 650.", + "tokens": ["Kerajaan", "Sriwijaya", "berdiri", "pada", "tahun", "650"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_002_q1", + "type": "isian", + "question": "Kerajaan Sriwijaya berdiri pada tahun ___?", + "answer": "650", + "answer_meta": [ + { + "text": "650" + } + ] + }, + { + "id": "kerajaan_002_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 650?", + "answer": "Sriwijaya", + "answer_meta": [ + { + "text": "Sriwijaya" + } + ] + } + ] + }, + { + "context": "Kerajaan Samudra Pasai berdiri pada tahun 1267.", + "tokens": ["Kerajaan", "Samudra Pasai", "berdiri", "pada", "tahun", "1267"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "O", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_003_q1", + "type": "isian", + "question": "Kerajaan Samudra Pasai berdiri pada tahun ___?", + "answer": "1267", + "answer_meta": [ + { + "text": "1267" + } + ] + }, + { + "id": "kerajaan_003_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 1267?", + "answer": "Samudra Pasai", + "answer_meta": [ + { + "text": "Samudra Pasai" + } + ] + } + ] + }, + { + "context": "Kerajaan Malaka berdiri pada tahun 1400.", + "tokens": ["Kerajaan", "Malaka", "berdiri", "pada", "tahun", "1400"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_004_q1", + "type": "isian", + "question": "Kerajaan Malaka berdiri pada tahun ___?", + "answer": "1400", + "answer_meta": [ + { + "text": "1400" + } + ] + }, + { + "id": "kerajaan_004_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 1400?", + "answer": "Malaka", + "answer_meta": [ + { + "text": "Malaka" + } + ] + } + ] + }, + { + "context": "Kerajaan Demak berdiri pada tahun 1500.", + "tokens": ["Kerajaan", "Demak", "berdiri", "pada", "tahun", "1500"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_005_q1", + "type": "isian", + "question": "Kerajaan Demak berdiri pada tahun ___?", + "answer": "1500", + "answer_meta": [ + { + "text": "1500" + } + ] + }, + { + "id": "kerajaan_005_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 1500?", + "answer": "Demak", + "answer_meta": [ + { + "text": "Demak" + } + ] + } + ] + }, + { + "context": "Kerajaan Aceh berdiri pada tahun 1514.", + "tokens": ["Kerajaan", "Aceh", "berdiri", "pada", "tahun", "1514"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_006_q1", + "type": "isian", + "question": "Kerajaan Aceh berdiri pada tahun ___?", + "answer": "1514", + "answer_meta": [ + { + "text": "1514" + } + ] + }, + { + "id": "kerajaan_006_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 1514?", + "answer": "Aceh", + "answer_meta": [ + { + "text": "Aceh" + } + ] + } + ] + }, + { + "context": "Kerajaan Banten berdiri pada tahun 1527.", + "tokens": ["Kerajaan", "Banten", "berdiri", "pada", "tahun", "1527"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_007_q1", + "type": "isian", + "question": "Kerajaan Banten berdiri pada tahun ___?", + "answer": "1527", + "answer_meta": [ + { + "text": "1527" + } + ] + }, + { + "id": "kerajaan_007_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 1527?", + "answer": "Banten", + "answer_meta": [ + { + "text": "Banten" + } + ] + } + ] + }, + { + "context": "Kerajaan Makasar berdiri pada tahun 1605.", + "tokens": ["Kerajaan", "Makasar", "berdiri", "pada", "tahun", "1605"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_008_q1", + "type": "isian", + "question": "Kerajaan Makasar berdiri pada tahun ___?", + "answer": "1605", + "answer_meta": [ + { + "text": "1605" + } + ] + }, + { + "id": "kerajaan_008_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 1605?", + "answer": "Makasar", + "answer_meta": [ + { + "text": "Makasar" + } + ] + } + ] + }, + { + "context": "Kerajaan Mataram Islam berdiri pada tahun 1586.", + "tokens": ["Kerajaan", "Mataram Islam", "berdiri", "pada", "tahun", "1586"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_009_q1", + "type": "isian", + "question": "Kerajaan Mataram Islam berdiri pada tahun ___?", + "answer": "1586", + "answer_meta": [ + { + "text": "1586" + } + ] + }, + { + "id": "kerajaan_009_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 1586?", + "answer": "Mataram Islam", + "answer_meta": [ + { + "text": "Mataram Islam" + } + ] + } + ] + }, + { + "context": "Kerajaan Kutai berdiri pada tahun 400.", + "tokens": ["Kerajaan", "Kutai", "berdiri", "pada", "tahun", "400"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_010_q1", + "type": "isian", + "question": "Kerajaan Kutai berdiri pada tahun ___?", + "answer": "400", + "answer_meta": [ + { + "text": "400" + } + ] + }, + { + "id": "kerajaan_010_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 400?", + "answer": "Kutai", + "answer_meta": [ + { + "text": "Kutai" + } + ] + } + ] + }, + { + "context": "Kerajaan Tarumanagara berdiri pada tahun 358.", + "tokens": ["Kerajaan", "Tarumanagara", "berdiri", "pada", "tahun", "358"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_011_q1", + "type": "isian", + "question": "Kerajaan Tarumanagara berdiri pada tahun ___?", + "answer": "358", + "answer_meta": [ + { + "text": "358" + } + ] + }, + { + "id": "kerajaan_011_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 358?", + "answer": "Tarumanagara", + "answer_meta": [ + { + "text": "Tarumanagara" + } + ] + } + ] + }, + { + "context": "Kerajaan Kalingga berdiri pada tahun 580.", + "tokens": ["Kerajaan", "Kalingga", "berdiri", "pada", "tahun", "580"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_012_q1", + "type": "isian", + "question": "Kerajaan Kalingga berdiri pada tahun ___?", + "answer": "580", + "answer_meta": [ + { + "text": "580" + } + ] + }, + { + "id": "kerajaan_012_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 580?", + "answer": "Kalingga", + "answer_meta": [ + { + "text": "Kalingga" + } + ] + } + ] + }, + { + "context": "Kerajaan Sunda berdiri pada tahun 669.", + "tokens": ["Kerajaan", "Sunda", "berdiri", "pada", "tahun", "669"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_013_q1", + "type": "isian", + "question": "Kerajaan Sunda berdiri pada tahun ___?", + "answer": "669", + "answer_meta": [ + { + "text": "669" + } + ] + }, + { + "id": "kerajaan_013_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 669?", + "answer": "Sunda", + "answer_meta": [ + { + "text": "Sunda" + } + ] + } + ] + }, + { + "context": "Kerajaan Galuh berdiri pada tahun 612.", + "tokens": ["Kerajaan", "Galuh", "berdiri", "pada", "tahun", "612"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_014_q1", + "type": "isian", + "question": "Kerajaan Galuh berdiri pada tahun ___?", + "answer": "612", + "answer_meta": [ + { + "text": "612" + } + ] + }, + { + "id": "kerajaan_014_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 612?", + "answer": "Galuh", + "answer_meta": [ + { + "text": "Galuh" + } + ] + } + ] + }, + { + "context": "Kerajaan Kediri berdiri pada tahun 1042.", + "tokens": ["Kerajaan", "Kediri", "berdiri", "pada", "tahun", "1042"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_015_q1", + "type": "isian", + "question": "Kerajaan Kediri berdiri pada tahun ___?", + "answer": "1042", + "answer_meta": [ + { + "text": "1042" + } + ] + }, + { + "id": "kerajaan_015_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 1042?", + "answer": "Kediri", + "answer_meta": [ + { + "text": "Kediri" + } + ] + } + ] + }, + { + "context": "Kerajaan Singhasari berdiri pada tahun 1222.", + "tokens": ["Kerajaan", "Singhasari", "berdiri", "pada", "tahun", "1222"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_016_q1", + "type": "isian", + "question": "Kerajaan Singhasari berdiri pada tahun ___?", + "answer": "1222", + "answer_meta": [ + { + "text": "1222" + } + ] + }, + { + "id": "kerajaan_016_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 1222?", + "answer": "Singhasari", + "answer_meta": [ + { + "text": "Singhasari" + } + ] + } + ] + }, + { + "context": "Kerajaan Kartanegara berdiri pada tahun 1296.", + "tokens": ["Kerajaan", "Kartanegara", "berdiri", "pada", "tahun", "1296"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_017_q1", + "type": "isian", + "question": "Kerajaan Kartanegara berdiri pada tahun ___?", + "answer": "1296", + "answer_meta": [ + { + "text": "1296" + } + ] + }, + { + "id": "kerajaan_017_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 1296?", + "answer": "Kartanegara", + "answer_meta": [ + { + "text": "Kartanegara" + } + ] + } + ] + }, + { + "context": "Kerajaan Pajajaran berdiri pada tahun 1482.", + "tokens": ["Kerajaan", "Pajajaran", "berdiri", "pada", "tahun", "1482"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_018_q1", + "type": "isian", + "question": "Kerajaan Pajajaran berdiri pada tahun ___?", + "answer": "1482", + "answer_meta": [ + { + "text": "1482" + } + ] + }, + { + "id": "kerajaan_018_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 1482?", + "answer": "Pajajaran", + "answer_meta": [ + { + "text": "Pajajaran" + } + ] + } + ] + }, + { + "context": "Kerajaan Blambangan berdiri pada tahun 1630.", + "tokens": ["Kerajaan", "Blambangan", "berdiri", "pada", "tahun", "1630"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_019_q1", + "type": "isian", + "question": "Kerajaan Blambangan berdiri pada tahun ___?", + "answer": "1630", + "answer_meta": [ + { + "text": "1630" + } + ] + }, + { + "id": "kerajaan_019_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 1630?", + "answer": "Blambangan", + "answer_meta": [ + { + "text": "Blambangan" + } + ] + } + ] + }, + { + "context": "Kerajaan Warmadewa berdiri pada tahun 915.", + "tokens": ["Kerajaan", "Warmadewa", "berdiri", "pada", "tahun", "915"], + "ner": ["O", "LOC", "O", "O", "O", "DATE"], + "srl": ["ARG0", "ARG0", "V", "O", "O", "ARGM-TMP"], + "qas": [ + { + "id": "kerajaan_020_q1", + "type": "isian", + "question": "Kerajaan Warmadewa berdiri pada tahun ___?", + "answer": "915", + "answer_meta": [ + { + "text": "915" + } + ] + }, + { + "id": "kerajaan_020_q2", + "type": "isian", + "question": "Kerajaan ___ berdiri pada tahun 915?", + "answer": "Warmadewa", + "answer_meta": [ + { + "text": "Warmadewa" + } + ] + } + ] + }, + { + "context": "Hayam Wuruk memerintah Majapahit dari tahun 1350 hingga 1389 M.", + "tokens": [ + "Hayam", + "Wuruk", + "memerintah", + "Majapahit", + "dari", + "tahun", + "1350", + "hingga", + "1389", + "M" + ], + "ner": ["PER", "PER", "O", "LOC", "O", "O", "DATE", "O", "DATE", "O"], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "O", + "O", + "ARGM-TMP", + "O", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "id": "hayam_wuruk_002_q1", + "type": "isian", + "question": "Hayam Wuruk memerintah Majapahit dari tahun ___?", + "answer": "1350", + "answer_meta": [ + { + "text": "1350" + } + ] + }, + { + "id": "hayam_wuruk_002_q2", + "type": "isian", + "question": "Hayam Wuruk memerintah Majapahit hingga tahun ___?", + "answer": "1389", + "answer_meta": [ + { + "text": "1389" + } + ] + } + ] + }, + { + "context": "Perkembangan perdagangan tersebut telah memperkuat kedudukan Sriwijaya sebagai kerajaan maritim.", + "tokens": [ + "Perkembangan", + "perdagangan", + "tersebut", + "telah", + "memperkuat", + "kedudukan", + "Sriwijaya", + "sebagai", + "kerajaan", + "maritim" + ], + "ner": ["O", "O", "O", "O", "O", "O", "LOC", "O", "O", "O"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "O", + "V", + "ARG1", + "ARG0", + "O", + "ARG1", + "ARG1" + ], + "qas": [ + { + "id": "sriwijaya_002_q1", + "type": "isian", + "question": "Perkembangan apa yang memperkuat kedudukan Sriwijaya?", + "answer": "perdagangan", + "answer_meta": [ + { + "text": "perdagangan" + } + ] + }, + { + "id": "sriwijaya_002_q2", + "type": "isian", + "question": "Sriwijaya menjadi kerajaan ___?", + "answer": "maritim", + "answer_meta": [ + { + "text": "maritim" + } + ] + } + ] + }, + { + "context": "Gajah Mada mengucapkan Sumpah Palapa pada tahun 1331 M ketika dilantik sebagai Mahapatih Majapahit.", + "tokens": [ + "Gajah", + "Mada", + "mengucapkan", + "Sumpah", + "Palapa", + "pada", + "tahun", + "1331", + "M", + "ketika", + "dilantik", + "sebagai", + "Mahapatih", + "Majapahit" + ], + "ner": [ + "PER", + "PER", + "O", + "O", + "O", + "O", + "O", + "DATE", + "O", + "O", + "O", + "O", + "O", + "LOC" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "O", + "ARGM-TMP", + "O", + "O", + "V", + "O", + "ARG1", + "ARG1" + ], + "qas": [ + { + "id": "gajah_mada_001_q1", + "type": "isian", + "question": "Siapa yang mengucapkan Sumpah Palapa?", + "answer": "Gajah Mada", + "answer_meta": [ + { + "text": "Gajah Mada" + } + ] + }, + { + "id": "gajah_mada_001_q2", + "type": "isian", + "question": "Pada tahun berapa Sumpah Palapa diucapkan?", + "answer": "1331", + "answer_meta": [ + { + "text": "1331" + } + ] + } + ] + }, + { + "context": "Kerajaan Mataram Kuno mencapai puncak kejayaan pada masa pemerintahan Raja Balitung dari tahun 898 hingga 910 M.", + "tokens": [ + "Kerajaan", + "Mataram", + "Kuno", + "mencapai", + "puncak", + "kejayaan", + "pada", + "masa", + "pemerintahan", + "Raja", + "Balitung", + "dari", + "tahun", + "898", + "hingga", + "910", + "M" + ], + "ner": [ + "O", + "LOC", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "PER", + "O", + "O", + "DATE", + "O", + "DATE", + "O" + ], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "O", + "O", + "O", + "ARG0", + "O", + "O", + "ARGM-TMP", + "O", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "id": "mataram_kuno_001_q1", + "type": "isian", + "question": "Siapa raja yang membawa Mataram Kuno mencapai puncak kejayaan?", + "answer": "Balitung", + "answer_meta": [ + { + "text": "Balitung" + } + ] + }, + { + "id": "mataram_kuno_001_q2", + "type": "isian", + "question": "Raja Balitung memerintah Mataram Kuno dari tahun ___ hingga tahun ___?", + "answer": "898 910", + "answer_meta": [ + { + "text": "898" + }, + { + "text": "910" + } + ] + } + ] + }, + { + "context": "Sultan Iskandar Muda memerintah Kerajaan Aceh dari tahun 1607 hingga 1636 M dan berhasil memperluas wilayah kekuasaannya.", + "tokens": [ + "Sultan", + "Iskandar", + "Muda", + "memerintah", + "Kerajaan", + "Aceh", + "dari", + "tahun", + "1607", + "hingga", + "1636", + "M", + "dan", + "berhasil", + "memperluas", + "wilayah", + "kekuasaannya" + ], + "ner": [ + "O", + "PER", + "PER", + "O", + "O", + "LOC", + "O", + "O", + "DATE", + "O", + "DATE", + "O", + "O", + "O", + "O", + "O", + "O" + ], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "O", + "ARGM-TMP", + "O", + "ARGM-TMP", + "O", + "O", + "O", + "V", + "ARG1", + "ARG1" + ], + "qas": [ + { + "id": "aceh_001_q1", + "type": "isian", + "question": "Sultan ___ memerintah Kerajaan Aceh?", + "answer": "Iskandar Muda", + "answer_meta": [ + { + "text": "Iskandar Muda" + } + ] + }, + { + "id": "aceh_001_q2", + "type": "isian", + "question": "Berapa lama Sultan Iskandar Muda memerintah?", + "answer": "29 tahun", + "answer_meta": [ + { + "text": "29 tahun" + } + ] + } + ] + }, + { + "context": "Prasasti Canggal yang berangka tahun 732 M merupakan bukti awal berdirinya Kerajaan Mataram Kuno yang dipimpin oleh Raja Sanjaya.", + "tokens": [ + "Prasasti", + "Canggal", + "yang", + "berangka", + "tahun", + "732", + "M", + "merupakan", + "bukti", + "awal", + "berdirinya", + "Kerajaan", + "Mataram", + "Kuno", + "yang", + "dipimpin", + "oleh", + "Raja", + "Sanjaya" + ], + "ner": [ + "O", + "O", + "O", + "O", + "O", + "DATE", + "O", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O", + "O", + "O", + "O", + "O", + "PER" + ], + "srl": [ + "ARG0", + "ARG0", + "O", + "O", + "O", + "O", + "O", + "V", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "O", + "V", + "O", + "ARG0", + "ARG0" + ], + "qas": [ + { + "id": "mataram_kuno_002_q1", + "type": "isian", + "question": "Pada tahun berapa Prasasti Canggal berangka?", + "answer": "732", + "answer_meta": [ + { + "text": "732" + } + ] + }, + { + "id": "mataram_kuno_002_q2", + "type": "isian", + "question": "Siapa yang memimpin Kerajaan Mataram Kuno saat awal berdirinya?", + "answer": "Raja Sanjaya", + "answer_meta": [ + { + "text": "Raja Sanjaya" + }, + { + "text": "Sanjaya" + } + ] + } + ] + }, + { + "context": "Ken Arok mendirikan Kerajaan Singhasari setelah berhasil mengalahkan Kertajaya dari Kediri pada tahun 1222 M.", + "tokens": [ + "Ken", + "Arok", + "mendirikan", + "Kerajaan", + "Singhasari", + "setelah", + "berhasil", + "mengalahkan", + "Kertajaya", + "dari", + "Kediri", + "pada", + "tahun", + "1222", + "M" + ], + "ner": [ + "PER", + "PER", + "O", + "O", + "LOC", + "O", + "O", + "O", + "PER", + "O", + "LOC", + "O", + "O", + "DATE", + "O" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "O", + "V", + "ARG1", + "O", + "ARG1", + "O", + "O", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "id": "singhasari_001_q1", + "type": "isian", + "question": "Siapa pendiri Kerajaan Singhasari?", + "answer": "Ken Arok", + "answer_meta": [ + { + "text": "Ken Arok" + } + ] + }, + { + "id": "singhasari_001_q2", + "type": "isian", + "question": "Ken Arok mengalahkan ___ dari Kediri?", + "answer": "Kertajaya", + "answer_meta": [ + { + "text": "Kertajaya" + } + ] + } + ] + }, + { + "context": "Kerajaan Sriwijaya merupakan kerajaan maritim yang berpusat di Palembang dan berkuasa pada abad ke-7 hingga ke-13 M.", + "tokens": [ + "Kerajaan", + "Sriwijaya", + "merupakan", + "kerajaan", + "maritim", + "yang", + "berpusat", + "di", + "Palembang", + "dan", + "berkuasa", + "pada", + "abad", + "ke-7", + "hingga", + "ke-13", + "M" + ], + "ner": [ + "O", + "LOC", + "O", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O", + "O", + "O", + "O", + "DATE", + "O", + "DATE", + "O" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "V", + "O", + "ARG1", + "O", + "V", + "O", + "O", + "ARGM-TMP", + "O", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "id": "sriwijaya_001_q1", + "type": "isian", + "question": "Di mana pusat Kerajaan Sriwijaya?", + "answer": "Palembang", + "answer_meta": [ + { + "text": "Palembang" + } + ] + }, + { + "id": "sriwijaya_001_q2", + "type": "isian", + "question": "Kerajaan Sriwijaya berkuasa dari abad ke-___ hingga abad ke-___?", + "answer": "7 13", + "answer_meta": [ + { + "text": "7" + }, + { + "text": "13" + } + ] + } + ] + }, + { + "context": "Kerajaan Tarumanegara diketahui dari beberapa prasasti yang ditemukan di wilayah Jawa Barat pada abad ke-5 M.", + "tokens": [ + "Kerajaan", + "Tarumanegara", + "diketahui", + "dari", + "beberapa", + "prasasti", + "yang", + "ditemukan", + "di", + "wilayah", + "Jawa", + "Barat", + "pada", + "abad", + "ke-5", + "M" + ], + "ner": [ + "O", + "LOC", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "LOC", + "LOC", + "O", + "O", + "DATE", + "O" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "O", + "ARG0", + "O", + "V", + "O", + "O", + "ARG1", + "ARG1", + "O", + "O", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "id": "tarumanegara_001_q1", + "type": "isian", + "question": "Bukti keberadaan Kerajaan Tarumanegara diketahui dari apa?", + "answer": "prasasti", + "answer_meta": [ + { + "text": "prasasti" + }, + { + "text": "beberapa prasasti" + } + ] + }, + { + "id": "tarumanegara_001_q2", + "type": "isian", + "question": "Di wilayah mana prasasti Kerajaan Tarumanegara ditemukan?", + "answer": "Jawa Barat", + "answer_meta": [ + { + "text": "Jawa Barat" + } + ] + } + ] + }, + { + "context": "Sultan Agung dari Kerajaan Mataram Islam melakukan penyerangan ke Batavia pada tahun 1628 dan 1629 M untuk mengusir VOC.", + "tokens": [ + "Sultan", + "Agung", + "dari", + "Kerajaan", + "Mataram", + "Islam", + "melakukan", + "penyerangan", + "ke", + "Batavia", + "pada", + "tahun", + "1628", + "dan", + "1629", + "M", + "untuk", + "mengusir", + "VOC" + ], + "ner": [ + "O", + "PER", + "O", + "O", + "LOC", + "O", + "O", + "O", + "O", + "LOC", + "O", + "O", + "DATE", + "O", + "DATE", + "O", + "O", + "O", + "ORG" + ], + "srl": [ + "ARG0", + "ARG0", + "O", + "ARG0", + "ARG0", + "ARG0", + "V", + "ARG1", + "O", + "ARG1", + "O", + "O", + "ARGM-TMP", + "O", + "ARGM-TMP", + "O", + "O", + "V", + "ARG1" + ], + "qas": [ + { + "id": "mataram_islam_001_q1", + "type": "isian", + "question": "Siapa yang melakukan penyerangan ke Batavia?", + "answer": "Sultan Agung", + "answer_meta": [ + { + "text": "Sultan Agung" + } + ] + }, + { + "id": "mataram_islam_001_q2", + "type": "isian", + "question": "Apa tujuan penyerangan ke Batavia?", + "answer": "mengusir VOC", + "answer_meta": [ + { + "text": "mengusir VOC" + }, + { + "text": "untuk mengusir VOC" + } + ] + } + ] + }, + { + "context": "Kerajaan Kutai merupakan kerajaan Hindu tertua di Indonesia yang diperkirakan berdiri pada abad ke-4 M dengan raja pertamanya bernama Kudungga.", + "tokens": [ + "Kerajaan", + "Kutai", + "merupakan", + "kerajaan", + "Hindu", + "tertua", + "di", + "Indonesia", + "yang", + "diperkirakan", + "berdiri", + "pada", + "abad", + "ke-4", + "M", + "dengan", + "raja", + "pertamanya", + "bernama", + "Kudungga" + ], + "ner": [ + "O", + "LOC", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O", + "O", + "O", + "O", + "O", + "DATE", + "O", + "O", + "O", + "O", + "O", + "PER" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "ARG2", + "ARG2", + "ARG2", + "O", + "ARG2", + "O", + "O", + "V", + "O", + "O", + "ARGM-TMP", + "O", + "O", + "O", + "O", + "V", + "ARG1" + ], + "qas": [ + { + "id": "kutai_001_q1", + "type": "isian", + "question": "Kerajaan Kutai merupakan kerajaan ___ tertua di Indonesia?", + "answer": "Hindu", + "answer_meta": [ + { + "text": "Hindu" + } + ] + }, + { + "id": "kutai_001_q2", + "type": "isian", + "question": "Siapa raja pertama Kerajaan Kutai?", + "answer": "Kudungga", + "answer_meta": [ + { + "text": "Kudungga" + } + ] + } + ] + }, + { + "context": "Raja Balaputradewa memerintah Kerajaan Sriwijaya pada abad ke-9 M dan menjalin hubungan diplomatik dengan Dinasti Chola dari India.", + "tokens": [ + "Raja", + "Balaputradewa", + "memerintah", + "Kerajaan", + "Sriwijaya", + "pada", + "abad", + "ke-9", + "M", + "dan", + "menjalin", + "hubungan", + "diplomatik", + "dengan", + "Dinasti", + "Chola", + "dari", + "India" + ], + "ner": [ + "O", + "PER", + "O", + "O", + "LOC", + "O", + "O", + "DATE", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "ORG", + "O", + "LOC" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "O", + "ARGM-TMP", + "O", + "O", + "V", + "ARG1", + "ARG1", + "O", + "ARG2", + "ARG2", + "O", + "ARG2" + ], + "qas": [ + { + "id": "sriwijaya_003_q1", + "type": "isian", + "question": "Siapa raja yang memerintah Sriwijaya pada abad ke-9 M?", + "answer": "Balaputradewa", + "answer_meta": [ + { + "text": "Balaputradewa" + }, + { + "text": "Raja Balaputradewa" + } + ] + }, + { + "id": "sriwijaya_003_q2", + "type": "isian", + "question": "Raja Balaputradewa menjalin hubungan diplomatik dengan ___ dari India?", + "answer": "Dinasti Chola", + "answer_meta": [ + { + "text": "Dinasti Chola" + }, + { + "text": "Chola" + } + ] + } + ] + }, + { + "context": "Kerajaan Majapahit mencapai puncak kejayaan pada masa pemerintahan Hayam Wuruk dengan patihnya yang bernama Gajah Mada.", + "tokens": [ + "Kerajaan", + "Majapahit", + "mencapai", + "puncak", + "kejayaan", + "pada", + "masa", + "pemerintahan", + "Hayam", + "Wuruk", + "dengan", + "patihnya", + "yang", + "bernama", + "Gajah", + "Mada" + ], + "ner": [ + "O", + "LOC", + "O", + "O", + "O", + "O", + "O", + "O", + "PER", + "PER", + "O", + "O", + "O", + "O", + "PER", + "PER" + ], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "O", + "O", + "ARG0", + "ARG0", + "O", + "O", + "O", + "V", + "ARG1", + "ARG1" + ], + "qas": [ + { + "id": "majapahit_001_q1", + "type": "isian", + "question": "Majapahit mencapai puncak kejayaan pada masa pemerintahan siapa?", + "answer": "Hayam Wuruk", + "answer_meta": [ + { + "text": "Hayam Wuruk" + } + ] + }, + { + "id": "majapahit_001_q2", + "type": "isian", + "question": "Siapa patih terkenal pada masa kejayaan Majapahit?", + "answer": "Gajah Mada", + "answer_meta": [ + { + "text": "Gajah Mada" + } + ] + } + ] + }, + { + "context": "Kerajaan Demak merupakan kerajaan Islam pertama di Pulau Jawa yang didirikan oleh Raden Patah pada tahun 1475 M.", + "tokens": [ + "Kerajaan", + "Demak", + "merupakan", + "kerajaan", + "Islam", + "pertama", + "di", + "Pulau", + "Jawa", + "yang", + "didirikan", + "oleh", + "Raden", + "Patah", + "pada", + "tahun", + "1475", + "M" + ], + "ner": [ + "O", + "LOC", + "O", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O", + "O", + "O", + "PER", + "PER", + "O", + "O", + "DATE", + "O" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "ARG2", + "ARG2", + "ARG2", + "O", + "ARG2", + "ARG2", + "O", + "V", + "O", + "ARG0", + "ARG0", + "O", + "O", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "id": "demak_001_q1", + "type": "isian", + "question": "Siapa pendiri Kerajaan Demak?", + "answer": "Raden Patah", + "answer_meta": [ + { + "text": "Raden Patah" + } + ] + }, + { + "id": "demak_001_q2", + "type": "isian", + "question": "Kerajaan Demak didirikan pada tahun berapa?", + "answer": "1475", + "answer_meta": [ + { + "text": "1475" + } + ] + } + ] + }, + { + "context": "Airlangga membagi Kerajaan Kahuripan menjadi dua yaitu Kerajaan Janggala dan Kerajaan Panjalu (Kediri) pada tahun 1042 M.", + "tokens": [ + "Airlangga", + "membagi", + "Kerajaan", + "Kahuripan", + "menjadi", + "dua", + "yaitu", + "Kerajaan", + "Janggala", + "dan", + "Kerajaan", + "Panjalu", + "(", + "Kediri", + ")", + "pada", + "tahun", + "1042", + "M" + ], + "ner": [ + "PER", + "O", + "O", + "LOC", + "O", + "O", + "O", + "O", + "LOC", + "O", + "O", + "LOC", + "O", + "LOC", + "O", + "O", + "O", + "DATE", + "O" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "V", + "ARG2", + "O", + "ARG2", + "ARG2", + "O", + "ARG2", + "ARG2", + "O", + "ARG2", + "O", + "O", + "O", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "id": "kahuripan_001_q1", + "type": "isian", + "question": "Siapa yang membagi Kerajaan Kahuripan menjadi dua?", + "answer": "Airlangga", + "answer_meta": [ + { + "text": "Airlangga" + } + ] + }, + { + "id": "kahuripan_001_q2", + "type": "isian", + "question": "Kerajaan Kahuripan dibagi menjadi Kerajaan Janggala dan Kerajaan ___?", + "answer": "Panjalu Kediri", + "answer_meta": [ + { + "text": "Panjalu" + }, + { + "text": "Kediri" + }, + { + "text": "Panjalu (Kediri)" + } + ] + } + ] + }, + { + "context": "Hayam Wuruk memerintah Majapahit dari tahun 1350 hingga 1389 M.", + "tokens": [ + "Hayam", + "Wuruk", + "memerintah", + "Majapahit", + "dari", + "tahun", + "1350", + "hingga", + "1389", + "M" + ], + "ner": ["PER", "PER", "O", "LOC", "O", "O", "DATE", "O", "DATE", "O"], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "O", + "O", + "ARGM-TMP", + "O", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "id": "entry1_q1", + "type": "isian", + "question": "Siapa yang memerintah Majapahit dari tahun 1350 hingga 1389 M?", + "answer": "Hayam Wuruk", + "answer_meta": [ + { + "text": "Hayam Wuruk" + } + ] + }, + { + "id": "entry1_q2", + "type": "isian", + "question": "Kerajaan Majapahit dipimpin oleh Hayam Wuruk pada tahun ___?", + "answer": "1350 1389", + "answer_meta": [ + { + "text": "1350 hingga 1389" + } + ] + } + ] + }, + { + "context": "Perkembangan perdagangan tersebut telah memperkuat kedudukan Sriwijaya sebagai kerajaan maritim.", + "tokens": [ + "Perkembangan", + "perdagangan", + "tersebut", + "telah", + "memperkuat", + "kedudukan", + "Sriwijaya", + "sebagai", + "kerajaan", + "maritim" + ], + "ner": ["O", "O", "O", "O", "O", "O", "LOC", "O", "O", "O"], + "srl": [ + "ARG0", + "ARG1", + "ARG1", + "O", + "V", + "ARG1", + "ARG0", + "O", + "ARG1", + "ARG1" + ], + "qas": [ + { + "id": "entry2_q1", + "type": "isian", + "question": "Perkembangan perdagangan tersebut memperkuat kedudukan ___ sebagai kerajaan maritim?", + "answer": "Sriwijaya", + "answer_meta": [ + { + "text": "Sriwijaya" + } + ] + }, + { + "id": "entry2_q2", + "type": "isian", + "question": "Perkembangan perdagangan tersebut memperkuat kedudukan Sriwijaya sebagai kerajaan ___?", + "answer": "maritim", + "answer_meta": [ + { + "text": "maritim" + } + ] + } + ] + }, + { + "context": "Prasasti Kedukan Bukit ditemukan di tepi Sungai Tatang dekat Palembang.", + "tokens": [ + "Prasasti", + "Kedukan", + "Bukit", + "ditemukan", + "di", + "tepi", + "Sungai", + "Tatang", + "dekat", + "Palembang" + ], + "ner": ["O", "O", "O", "O", "O", "O", "LOC", "LOC", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "id": "entry3_q1", + "type": "isian", + "question": "Prasasti Kedukan Bukit ditemukan di tepi Sungai ___?", + "answer": "Tatang", + "answer_meta": [ + { + "text": "Sungai Tatang" + } + ] + }, + { + "id": "entry3_q2", + "type": "isian", + "question": "Prasasti Kedukan Bukit ditemukan dekat ___?", + "answer": "Palembang", + "answer_meta": [ + { + "text": "Palembang" + } + ] + } + ] + }, + { + "context": "Prasasti Talang Tuo ditemukan di sebelah barat Kota Palembang di daerah Talang Tuo.", + "tokens": [ + "Prasasti", + "Talang", + "Tuo", + "ditemukan", + "di", + "sebelah", + "barat", + "Kota", + "Palembang", + "di", + "daerah", + "Talang", + "Tuo" + ], + "ner": [ + "O", + "LOC", + "LOC", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O", + "O", + "LOC", + "LOC" + ], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "id": "entry4_q1", + "type": "isian", + "question": "Prasasti Talang Tuo ditemukan di sebelah barat Kota ___?", + "answer": "Palembang", + "answer_meta": [ + { + "text": "Kota Palembang" + } + ] + }, + { + "id": "entry4_q2", + "type": "isian", + "question": "Prasasti Talang Tuo ditemukan di daerah ___?", + "answer": "Talang Tuo", + "answer_meta": [ + { + "text": "Talang Tuo" + } + ] + } + ] + }, + { + "context": "Respirasi adalah proses pertukaran gas yang terjadi di dalam tubuh makhluk hidup.", + "tokens": [ + "Respirasi", + "adalah", + "proses", + "pertukaran", + "gas", + "yang", + "terjadi", + "di", + "dalam", + "tubuh", + "makhluk", + "hidup" + ], + "ner": ["O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "ARG1", + "O", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "id": "entry5_q1", + "type": "isian", + "question": "Respirasi adalah proses pertukaran gas yang terjadi di dalam tubuh ___?", + "answer": "makhluk hidup", + "answer_meta": [ + { + "text": "makhluk hidup" + } + ] + }, + { + "id": "entry5_q2", + "type": "isian", + "question": "Respirasi adalah ___ pertukaran gas?", + "answer": "proses", + "answer_meta": [ + { + "text": "proses" + } + ] + } + ] + }, + { + "context": "Sistem pernapasan manusia tersusun atas hidung, faring, laring, trakea, bronkus, dan paru-paru.", + "tokens": [ + "Sistem", + "pernapasan", + "manusia", + "tersusun", + "atas", + "hidung", + "faring", + "laring", + "trakea", + "bronkus", + "dan", + "paru-paru" + ], + "ner": ["O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARG1" + ], + "qas": [ + { + "id": "entry6_q1", + "type": "isian", + "question": "Sistem pernapasan manusia tersusun atas ___, faring, laring, trakea, bronkus, dan paru-paru?", + "answer": "hidung", + "answer_meta": [ + { + "text": "hidung" + } + ] + }, + { + "id": "entry6_q2", + "type": "isian", + "question": "Sistem pernapasan manusia tersusun atas hidung, faring, laring, trakea, bronkus, dan ___?", + "answer": "paru-paru", + "answer_meta": [ + { + "text": "paru-paru" + } + ] + } + ] + }, + { + "context": "Dunia terdiri atas kurang lebih 30% daratan dan 70% lautan.", + "tokens": [ + "Dunia", + "terdiri", + "atas", + "kurang", + "lebih", + "30%", + "daratan", + "dan", + "70%", + "lautan" + ], + "ner": ["O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG0", "V", "O", "O", "O", "ARG1", "ARG1", "O", "ARG1", "ARG1"], + "qas": [ + { + "id": "entry7_q1", + "type": "isian", + "question": "Dunia terdiri atas kurang lebih ___ daratan?", + "answer": "30%", + "answer_meta": [ + { + "text": "30% daratan" + } + ] + }, + { + "id": "entry7_q2", + "type": "isian", + "question": "Dunia terdiri atas ___ lautan?", + "answer": "70%", + "answer_meta": [ + { + "text": "70% lautan" + } + ] + } + ] + }, + { + "context": "Perubahan bentuk muka bumi dipengaruhi oleh tenaga eksogen dan tenaga endogen.", + "tokens": [ + "Perubahan", + "bentuk", + "muka", + "bumi", + "dipengaruhi", + "oleh", + "tenaga", + "eksogen", + "dan", + "tenaga", + "endogen" + ], + "ner": ["O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1" + ], + "qas": [ + { + "id": "entry8_q1", + "type": "isian", + "question": "Perubahan bentuk muka bumi dipengaruhi oleh tenaga ___ dan tenaga endogen?", + "answer": "eksogen", + "answer_meta": [ + { + "text": "eksogen" + } + ] + }, + { + "id": "entry8_q2", + "type": "isian", + "question": "Perubahan bentuk muka bumi dipengaruhi oleh tenaga eksogen dan tenaga ___?", + "answer": "endogen", + "answer_meta": [ + { + "text": "endogen" + } + ] + } + ] + }, + { + "context": "Tanah merupakan komponen yang penting bagi keberlangsungan kehidupan di bumi.", + "tokens": [ + "Tanah", + "merupakan", + "komponen", + "yang", + "penting", + "bagi", + "keberlangsungan", + "kehidupan", + "di", + "bumi" + ], + "ner": ["O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "V", + "ARG1", + "O", + "ARG1", + "O", + "ARG1", + "ARG1", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "id": "entry9_q1", + "type": "isian", + "question": "Tanah merupakan komponen yang ___ bagi keberlangsungan kehidupan di bumi?", + "answer": "penting", + "answer_meta": [ + { + "text": "penting" + } + ] + }, + { + "id": "entry9_q2", + "type": "isian", + "question": "Tanah merupakan komponen yang penting bagi keberlangsungan kehidupan di ___?", + "answer": "bumi", + "answer_meta": [ + { + "text": "bumi" + } + ] + } + ] + }, + { + "context": "Balaputradewa adalah keturunan dari Dinasti Syailendra, yakni putra dari Raja Samaratungga dengan Dewi Tara dari Sriwijaya.", + "tokens": [ + "Balaputradewa", + "adalah", + "keturunan", + "dari", + "Dinasti", + "Syailendra", + "yakni", + "putra", + "dari", + "Raja", + "Samaratungga", + "dengan", + "Dewi", + "Tara", + "dari", + "Sriwijaya" + ], + "ner": [ + "PER", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "PER", + "O", + "PER", + "PER", + "O", + "LOC" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARG1", + "O", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "id": "entry10_q1", + "type": "isian", + "question": "Balaputradewa adalah keturunan dari Dinasti ___?", + "answer": "Syailendra", + "answer_meta": [ + { + "text": "Dinasti Syailendra" + } + ] + }, + { + "id": "entry10_q2", + "type": "isian", + "question": "Balaputradewa adalah putra dari Raja ___?", + "answer": "Samaratungga", + "answer_meta": [ + { + "text": "Raja Samaratungga" + } + ] + } + ] + }, + { + "context": "Hayam Wuruk memerintah Majapahit dari tahun 1350 hingga 1389 M.", + "tokens": [ + "Hayam", + "Wuruk", + "memerintah", + "Majapahit", + "dari", + "tahun", + "1350", + "hingga", + "1389", + "M" + ], + "ner": ["PER", "PER", "O", "LOC", "O", "O", "DATE", "O", "DATE", "O"], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "O", + "O", + "ARGM-TMP", + "O", + "ARGM-TMP", + "O" + ], + "qas": [ + { + "id": "entry01_q1", + "type": "isian", + "question": "Siapa yang memerintah Majapahit dari tahun 1350 hingga 1389 M?", + "answer": "Hayam Wuruk", + "answer_meta": [ + { + "text": "Hayam Wuruk" + } + ] + }, + { + "id": "entry01_q2", + "type": "isian", + "question": "Hayam Wuruk memerintah Majapahit dari tahun ___ hingga ___ M?", + "answer": "1350 1389", + "answer_meta": [ + { + "text": "1350 hingga 1389" + } + ] + } + ] + }, + { + "context": "Perkembangan perdagangan tersebut telah memperkuat kedudukan Sriwijaya sebagai kerajaan maritim.", + "tokens": [ + "Perkembangan", + "perdagangan", + "tersebut", + "telah", + "memperkuat", + "kedudukan", + "Sriwijaya", + "sebagai", + "kerajaan", + "maritim" + ], + "ner": ["O", "O", "O", "O", "O", "O", "LOC", "O", "O", "O"], + "srl": [ + "ARG0", + "ARG1", + "ARG1", + "O", + "V", + "ARG1", + "ARG0", + "O", + "ARG1", + "ARG1" + ], + "qas": [ + { + "id": "entry02_q1", + "type": "isian", + "question": "Perkembangan perdagangan tersebut memperkuat kedudukan ___ sebagai kerajaan maritim?", + "answer": "Sriwijaya", + "answer_meta": [ + { + "text": "Sriwijaya" + } + ] + }, + { + "id": "entry02_q2", + "type": "isian", + "question": "Perkembangan perdagangan tersebut memperkuat kedudukan Sriwijaya sebagai kerajaan ___?", + "answer": "maritim", + "answer_meta": [ + { + "text": "maritim" + } + ] + } + ] + }, + { + "context": "Prasasti Kedukan Bukit ditemukan di tepi Sungai Tatang dekat Palembang.", + "tokens": [ + "Prasasti", + "Kedukan", + "Bukit", + "ditemukan", + "di", + "tepi", + "Sungai", + "Tatang", + "dekat", + "Palembang" + ], + "ner": ["O", "O", "O", "O", "O", "O", "LOC", "LOC", "O", "LOC"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "id": "entry03_q1", + "type": "isian", + "question": "Prasasti Kedukan Bukit ditemukan di tepi Sungai ___?", + "answer": "Tatang", + "answer_meta": [ + { + "text": "Sungai Tatang" + } + ] + }, + { + "id": "entry03_q2", + "type": "isian", + "question": "Prasasti Kedukan Bukit ditemukan dekat ___?", + "answer": "Palembang", + "answer_meta": [ + { + "text": "Palembang" + } + ] + } + ] + }, + { + "context": "Prasasti Talang Tuo ditemukan di sebelah barat Kota Palembang di daerah Talang Tuo.", + "tokens": [ + "Prasasti", + "Talang", + "Tuo", + "ditemukan", + "di", + "sebelah", + "barat", + "Kota", + "Palembang", + "di", + "daerah", + "Talang", + "Tuo" + ], + "ner": [ + "O", + "LOC", + "LOC", + "O", + "O", + "O", + "O", + "O", + "LOC", + "O", + "O", + "LOC", + "LOC" + ], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "id": "entry04_q1", + "type": "isian", + "question": "Prasasti Talang Tuo ditemukan di sebelah barat Kota ___?", + "answer": "Palembang", + "answer_meta": [ + { + "text": "Kota Palembang" + } + ] + }, + { + "id": "entry04_q2", + "type": "isian", + "question": "Prasasti Talang Tuo ditemukan di daerah ___?", + "answer": "Talang Tuo", + "answer_meta": [ + { + "text": "Talang Tuo" + } + ] + } + ] + }, + { + "context": "Respirasi adalah proses pertukaran gas yang terjadi di dalam tubuh makhluk hidup.", + "tokens": [ + "Respirasi", + "adalah", + "proses", + "pertukaran", + "gas", + "yang", + "terjadi", + "di", + "dalam", + "tubuh", + "makhluk", + "hidup" + ], + "ner": ["O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "ARG1", + "O", + "V", + "O", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "id": "entry05_q1", + "type": "isian", + "question": "Respirasi adalah proses pertukaran gas yang terjadi di dalam tubuh ___?", + "answer": "makhluk hidup", + "answer_meta": [ + { + "text": "makhluk hidup" + } + ] + }, + { + "id": "entry05_q2", + "type": "isian", + "question": "Respirasi adalah ___ pertukaran gas?", + "answer": "proses", + "answer_meta": [ + { + "text": "proses" + } + ] + } + ] + }, + { + "context": "Sistem pernapasan manusia tersusun atas hidung, faring, laring, trakea, bronkus, dan paru-paru.", + "tokens": [ + "Sistem", + "pernapasan", + "manusia", + "tersusun", + "atas", + "hidung", + "faring", + "laring", + "trakea", + "bronkus", + "dan", + "paru-paru" + ], + "ner": ["O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARG1" + ], + "qas": [ + { + "id": "entry06_q1", + "type": "isian", + "question": "Sistem pernapasan manusia tersusun atas ___, faring, laring, trakea, bronkus, dan paru-paru?", + "answer": "hidung", + "answer_meta": [ + { + "text": "hidung" + } + ] + }, + { + "id": "entry06_q2", + "type": "isian", + "question": "Sistem pernapasan manusia tersusun atas hidung, faring, laring, trakea, bronkus, dan ___?", + "answer": "paru-paru", + "answer_meta": [ + { + "text": "paru-paru" + } + ] + } + ] + }, + { + "context": "Dunia terdiri atas kurang lebih 30% daratan dan 70% lautan.", + "tokens": [ + "Dunia", + "terdiri", + "atas", + "kurang", + "lebih", + "30%", + "daratan", + "dan", + "70%", + "lautan" + ], + "ner": ["O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": ["ARG0", "V", "O", "O", "O", "ARG1", "ARG1", "O", "ARG1", "ARG1"], + "qas": [ + { + "id": "entry07_q1", + "type": "isian", + "question": "Dunia terdiri atas kurang lebih ___ daratan?", + "answer": "30%", + "answer_meta": [ + { + "text": "30% daratan" + } + ] + }, + { + "id": "entry07_q2", + "type": "isian", + "question": "Dunia terdiri atas ___ lautan?", + "answer": "70%", + "answer_meta": [ + { + "text": "70% lautan" + } + ] + } + ] + }, + { + "context": "Perubahan bentuk muka bumi dipengaruhi oleh tenaga eksogen dan tenaga endogen.", + "tokens": [ + "Perubahan", + "bentuk", + "muka", + "bumi", + "dipengaruhi", + "oleh", + "tenaga", + "eksogen", + "dan", + "tenaga", + "endogen" + ], + "ner": ["O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1" + ], + "qas": [ + { + "id": "entry08_q1", + "type": "isian", + "question": "Perubahan bentuk muka bumi dipengaruhi oleh tenaga ___ dan tenaga endogen?", + "answer": "eksogen", + "answer_meta": [ + { + "text": "eksogen" + } + ] + }, + { + "id": "entry08_q2", + "type": "isian", + "question": "Perubahan bentuk muka bumi dipengaruhi oleh tenaga eksogen dan tenaga ___?", + "answer": "endogen", + "answer_meta": [ + { + "text": "endogen" + } + ] + } + ] + }, + { + "context": "Tanah merupakan komponen yang penting bagi keberlangsungan kehidupan di bumi.", + "tokens": [ + "Tanah", + "merupakan", + "komponen", + "yang", + "penting", + "bagi", + "keberlangsungan", + "kehidupan", + "di", + "bumi" + ], + "ner": ["O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "V", + "ARG1", + "O", + "ARG1", + "O", + "ARG1", + "ARG1", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "id": "entry09_q1", + "type": "isian", + "question": "Tanah merupakan komponen yang ___ bagi keberlangsungan kehidupan di bumi?", + "answer": "penting", + "answer_meta": [ + { + "text": "penting" + } + ] + }, + { + "id": "entry09_q2", + "type": "isian", + "question": "Tanah merupakan komponen yang penting bagi keberlangsungan kehidupan di ___?", + "answer": "bumi", + "answer_meta": [ + { + "text": "bumi" + } + ] + } + ] + }, + { + "context": "Balaputradewa adalah keturunan dari Dinasti Syailendra, yakni putra dari Raja Samaratungga dengan Dewi Tara dari Sriwijaya.", + "tokens": [ + "Balaputradewa", + "adalah", + "keturunan", + "dari", + "Dinasti", + "Syailendra", + "yakni", + "putra", + "dari", + "Raja", + "Samaratungga", + "dengan", + "Dewi", + "Tara", + "dari", + "Sriwijaya" + ], + "ner": [ + "PER", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "PER", + "O", + "PER", + "PER", + "O", + "LOC" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARG1", + "O", + "ARG1", + "ARG1", + "O", + "ARG1", + "ARG1", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "id": "entry10_q1", + "type": "isian", + "question": "Balaputradewa adalah keturunan dari Dinasti ___?", + "answer": "Syailendra", + "answer_meta": [ + { + "text": "Dinasti Syailendra" + } + ] + }, + { + "id": "entry10_q2", + "type": "isian", + "question": "Balaputradewa adalah putra dari Raja ___?", + "answer": "Samaratungga", + "answer_meta": [ + { + "text": "Raja Samaratungga" + } + ] + } + ] + }, + { + "context": "Perubahan iklim dan cuaca memengaruhi kondisi ekosistem di suatu tempat.", + "tokens": [ + "Perubahan", + "iklim", + "dan", + "cuaca", + "memengaruhi", + "kondisi", + "ekosistem", + "di", + "suatu", + "tempat" + ], + "ner": ["O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "id": "entry11_q1", + "type": "isian", + "question": "Apa yang memengaruhi kondisi ekosistem di suatu tempat?", + "answer": "Perubahan iklim dan cuaca", + "answer_meta": [ + { + "text": "Perubahan iklim dan cuaca" + } + ] + }, + { + "id": "entry11_q2", + "type": "isian", + "question": "Perubahan iklim dan cuaca memengaruhi kondisi ___ di suatu tempat?", + "answer": "ekosistem", + "answer_meta": [ + { + "text": "ekosistem" + } + ] + } + ] + }, + { + "context": "Gunung adalah bagian permukaan bumi yang berbentuk kerucut atau kubat yang berdiri atas satu puncak tertinggi yang dikelilingi oleh lereng.", + "tokens": [ + "Gunung", + "adalah", + "bagian", + "permukaan", + "bumi", + "yang", + "berbentuk", + "kerucut", + "atau", + "kubat", + "yang", + "berdiri", + "atas", + "satu", + "puncak", + "tertinggi", + "yang", + "dikelilingi", + "oleh", + "lereng" + ], + "ner": [ + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "ARG1", + "O", + "V", + "ARG1", + "O", + "ARG1", + "O", + "V", + "O", + "ARG1", + "ARG1", + "ARGM-MNR", + "O", + "V", + "O", + "ARG1" + ], + "qas": [ + { + "id": "entry12_q1", + "type": "isian", + "question": "Gunung adalah bagian permukaan bumi yang berbentuk ___ atau ___?", + "answer": "kerucut kubat", + "answer_meta": [ + { + "text": "kerucut atau kubat" + } + ] + }, + { + "id": "entry12_q2", + "type": "isian", + "question": "Gunung berdiri atas satu ___ tertinggi?", + "answer": "puncak", + "answer_meta": [ + { + "text": "puncak" + } + ] + } + ] + }, + { + "context": "Pegunungan adalah dataran tinggi yang terdiri dari gunung-gunung berbaris hingga membentuk gugusan.", + "tokens": [ + "Pegunungan", + "adalah", + "dataran", + "tinggi", + "yang", + "terdiri", + "dari", + "gunung-gunung", + "berbaris", + "hingga", + "membentuk", + "gugusan" + ], + "ner": ["O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "V", + "O", + "ARG1", + "V", + "O", + "V", + "ARG1" + ], + "qas": [ + { + "id": "entry13_q1", + "type": "isian", + "question": "Pegunungan adalah dataran ___?", + "answer": "tinggi", + "answer_meta": [ + { + "text": "tinggi" + } + ] + }, + { + "id": "entry13_q2", + "type": "isian", + "question": "Pegunungan terdiri dari gunung-gunung ___?", + "answer": "berbaris", + "answer_meta": [ + { + "text": "berbaris" + } + ] + } + ] + }, + { + "context": "Dataran tinggi adalah daerah datar yang memiliki ketinggian lebih dari 400 mdpal.", + "tokens": [ + "Dataran", + "tinggi", + "adalah", + "daerah", + "datar", + "yang", + "memiliki", + "ketinggian", + "lebih", + "dari", + "400", + "mdpal" + ], + "ner": ["O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"], + "srl": [ + "ARG0", + "ARG0", + "V", + "ARG1", + "ARG1", + "O", + "V", + "ARG1", + "O", + "O", + "ARGM-MNR", + "ARGM-MNR" + ], + "qas": [ + { + "id": "entry14_q1", + "type": "isian", + "question": "Dataran tinggi memiliki ketinggian lebih dari ___?", + "answer": "400", + "answer_meta": [ + { + "text": "400" + } + ] + }, + { + "id": "entry14_q2", + "type": "isian", + "question": "Dataran ___ adalah daerah datar yang memiliki ketinggian lebih dari 400 mdpal?", + "answer": "tinggi", + "answer_meta": [ + { + "text": "tinggi" + } + ] + } + ] + }, + { + "context": "Bukit adalah bagian permukaan bumi yang lebih tinggi dibandingkan daerah di sekitarnya dengan ketinggian kurang dari 600 mdpal.", + "tokens": [ + "Bukit", + "adalah", + "bagian", + "permukaan", + "bumi", + "yang", + "lebih", + "tinggi", + "dibandingkan", + "daerah", + "di", + "sekitarnya", + "dengan", + "ketinggian", + "kurang", + "dari", + "600", + "mdpal" + ], + "ner": [ + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARGM-MNR", + "ARG1", + "V", + "ARG1", + "O", + "ARGM-LOC", + "O", + "ARG1", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-MNR", + "ARGM-MNR" + ], + "qas": [ + { + "id": "entry15_q1", + "type": "isian", + "question": "Bukit memiliki ketinggian kurang dari ___ mdpal?", + "answer": "600", + "answer_meta": [ + { + "text": "600" + } + ] + }, + { + "id": "entry15_q2", + "type": "isian", + "question": "Bukit adalah bagian permukaan bumi yang lebih ___ dibandingkan daerah di sekitarnya?", + "answer": "tinggi", + "answer_meta": [ + { + "text": "tinggi" + } + ] + } + ] + }, + { + "context": "Di sinilah tempat berdirinya Budi Oetomo, organisasi pelopor kebangsaan Indonesia.", + "tokens": [ + "Di", + "sinilah", + "tempat", + "berdirinya", + "Budi", + "Oetomo", + "organisasi", + "pelopor", + "kebangsaan", + "Indonesia" + ], + "ner": ["O", "O", "O", "O", "ORG", "ORG", "O", "O", "O", "LOC"], + "srl": [ + "ARGM-LOC", + "ARGM-LOC", + "O", + "V", + "ARG1", + "ARG1", + "O", + "O", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "id": "entry_org_01_q1", + "type": "isian", + "question": "Dimana Budi Oetomo berdiri?", + "answer": "Di sinilah", + "answer_meta": [ + { + "text": "Di sinilah" + } + ] + }, + { + "id": "entry_org_01_q2", + "type": "isian", + "question": "Organisasi apa yang merupakan pelopor kebangsaan Indonesia?", + "answer": "Budi Oetomo", + "answer_meta": [ + { + "text": "Budi Oetomo" + } + ] + } + ] + }, + { + "context": "Pembentukan Badan Penyelidik Usaha Persiapan Kemerdekaan Indonesia BPUPKI pada tanggal 1 Maret 1945.", + "tokens": [ + "Pembentukan", + "Badan", + "Penyelidik", + "Usaha", + "Persiapan", + "Kemerdekaan", + "Indonesia", + "BPUPKI", + "pada", + "tanggal", + "1", + "Maret", + "1945" + ], + "ner": [ + "O", + "ORG", + "ORG", + "ORG", + "ORG", + "ORG", + "ORG", + "ORG", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "V", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "id": "entry_org_02_q1", + "type": "isian", + "question": "Apa kepanjangan BPUPKI?", + "answer": "Badan Penyelidik Usaha Persiapan Kemerdekaan Indonesia", + "answer_meta": [ + { + "text": "Badan Penyelidik Usaha Persiapan Kemerdekaan Indonesia" + } + ] + }, + { + "id": "entry_org_02_q2", + "type": "isian", + "question": "Kapan BPUPKI dibentuk?", + "answer": "1 Maret 1945", + "answer_meta": [ + { + "text": "1 Maret 1945" + } + ] + } + ] + }, + { + "context": "Selanjutnya dibentuklah Panitia Persiapan Kemerdekaan Indonesia PPKI.", + "tokens": [ + "Selanjutnya", + "dibentuklah", + "Panitia", + "Persiapan", + "Kemerdekaan", + "Indonesia", + "PPKI" + ], + "ner": ["O", "O", "ORG", "ORG", "ORG", "ORG", "ORG"], + "srl": ["O", "V", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "id": "entry_org_03_q1", + "type": "isian", + "question": "Organisasi apa yang dibentuk selanjutnya?", + "answer": "Panitia Persiapan Kemerdekaan Indonesia PPKI", + "answer_meta": [ + { + "text": "Panitia Persiapan Kemerdekaan Indonesia PPKI" + } + ] + }, + { + "id": "entry_org_03_q2", + "type": "isian", + "question": "Apa singkatan dari Panitia Persiapan Kemerdekaan Indonesia?", + "answer": "PPKI", + "answer_meta": [ + { + "text": "PPKI" + } + ] + } + ] + }, + { + "context": "Ia kemudian dikenal sebagai pendiri Sarekat Dagang Islam SDI.", + "tokens": [ + "Ia", + "kemudian", + "dikenal", + "sebagai", + "pendiri", + "Sarekat", + "Dagang", + "Islam", + "SDI" + ], + "ner": ["O", "O", "O", "O", "O", "ORG", "ORG", "ORG", "ORG"], + "srl": ["ARG0", "O", "V", "O", "ARG1", "ARG1", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "id": "entry_org_04_q1", + "type": "isian", + "question": "Apa kepanjangan SDI?", + "answer": "Sarekat Dagang Islam", + "answer_meta": [ + { + "text": "Sarekat Dagang Islam" + } + ] + }, + { + "id": "entry_org_04_q2", + "type": "isian", + "question": "Singkatan apa untuk Sarekat Dagang Islam?", + "answer": "SDI", + "answer_meta": [ + { + "text": "SDI" + } + ] + } + ] + }, + { + "context": "Organisasi Budi Oetomo BU bersifat sosio-kultural dan didirikan pada tanggal 20 Mei 1908.", + "tokens": [ + "Organisasi", + "Budi", + "Oetomo", + "BU", + "bersifat", + "sosio-kultural", + "dan", + "didirikan", + "pada", + "tanggal", + "20", + "Mei", + "1908" + ], + "ner": [ + "O", + "ORG", + "ORG", + "ORG", + "O", + "O", + "O", + "O", + "O", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "O", + "ARG1", + "ARG1", + "ARG1", + "O", + "O", + "O", + "V", + "O", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "id": "entry_org_05_q1", + "type": "isian", + "question": "Apa kepanjangan BU?", + "answer": "Budi Oetomo", + "answer_meta": [ + { + "text": "Budi Oetomo" + } + ] + }, + { + "id": "entry_org_05_q2", + "type": "isian", + "question": "Kapan Budi Utomo didirikan?", + "answer": "20 Mei 1908", + "answer_meta": [ + { + "text": "20 Mei 1908" + } + ] + } + ] + }, + { + "context": "Organisasi yang berikutnya adalah Sarekat Islam SI.", + "tokens": [ + "Organisasi", + "yang", + "berikutnya", + "adalah", + "Sarekat", + "Islam", + "SI" + ], + "ner": ["O", "O", "O", "O", "ORG", "ORG", "ORG"], + "srl": ["ARG0", "O", "O", "V", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "id": "entry_org_06_q1", + "type": "isian", + "question": "Apa kepanjangan SI?", + "answer": "Sarekat Islam", + "answer_meta": [ + { + "text": "Sarekat Islam" + } + ] + }, + { + "id": "entry_org_06_q2", + "type": "isian", + "question": "Singkatan apa untuk Sarekat Islam?", + "answer": "SI", + "answer_meta": [ + { + "text": "SI" + } + ] + } + ] + }, + { + "context": "Pada tahun 1912 nama SDI diganti Sarekat Islam SI oleh HOS Cokroaminoto. Pada tahun 1912 itu juga berdiri organisasi yang bercorak politik yakni Indische Partij IP.", + "tokens": [ + "Pada", + "tahun", + "1912", + "nama", + "SDI", + "diganti", + "Sarekat", + "Islam", + "SI", + "oleh", + "HOS", + "Cokroaminoto", + "Pada", + "tahun", + "1912", + "itu", + "juga", + "berdiri", + "organisasi", + "yang", + "bercorak", + "politik", + "yakni", + "Indische", + "Partij", + "IP" + ], + "ner": [ + "O", + "O", + "DATE", + "O", + "ORG", + "O", + "ORG", + "ORG", + "ORG", + "O", + "PER", + "PER", + "O", + "O", + "DATE", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "ORG", + "ORG", + "ORG" + ], + "srl": [ + "O", + "O", + "ARGM-TMP", + "O", + "ARG1", + "V", + "ARG1", + "ARG1", + "ARG1", + "O", + "ARG0", + "ARG0", + "O", + "O", + "ARGM-TMP", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "id": "entry_org_07_q1", + "type": "isian", + "question": "SDI diganti menjadi ___ pada tahun 1912?", + "answer": "Sarekat Islam", + "answer_meta": [ + { + "text": "Sarekat Islam" + } + ] + }, + { + "id": "entry_org_07_q2", + "type": "isian", + "question": "Organisasi bercorak politik yang berdiri pada tahun 1912 adalah ___?", + "answer": "Indische Partij", + "answer_meta": [ + { + "text": "Indische Partij" + } + ] + } + ] + }, + { + "context": "Dari bidang keagamaan misalnya ada Muhammadiyah yang bersifat modern dan didirikan Ahmad Dahlan pada 18 November 1912 di Yogyakarta.", + "tokens": [ + "Dari", + "bidang", + "keagamaan", + "misalnya", + "ada", + "Muhammadiyah", + "yang", + "bersifat", + "modern", + "dan", + "didirikan", + "Ahmad", + "Dahlan", + "pada", + "18", + "November", + "1912", + "di", + "Yogyakarta" + ], + "ner": [ + "O", + "O", + "O", + "O", + "O", + "ORG", + "O", + "O", + "O", + "O", + "O", + "PER", + "PER", + "O", + "DATE", + "DATE", + "DATE", + "O", + "LOC" + ], + "srl": [ + "O", + "O", + "O", + "O", + "O", + "ARG1", + "O", + "O", + "O", + "O", + "V", + "ARG0", + "ARG0", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "id": "entry_org_08_q1", + "type": "isian", + "question": "Organisasi keagamaan yang bersifat modern dan didirikan pada 18 November 1912 adalah ___?", + "answer": "Muhammadiyah", + "answer_meta": [ + { + "text": "Muhammadiyah" + } + ] + }, + { + "id": "entry_org_08_q2", + "type": "isian", + "question": "Siapa pendiri Muhammadiyah?", + "answer": "Ahmad Dahlan", + "answer_meta": [ + { + "text": "Ahmad Dahlan" + } + ] + } + ] + }, + { + "context": "Organisasi Nahdlatul Ulama NU didirikan pada tanggal 31 Januari 1926 di Surabaya.", + "tokens": [ + "Organisasi", + "Nahdlatul", + "Ulama", + "NU", + "didirikan", + "pada", + "tanggal", + "31", + "Januari", + "1926", + "di", + "Surabaya" + ], + "ner": [ + "O", + "ORG", + "ORG", + "ORG", + "O", + "O", + "O", + "DATE", + "DATE", + "DATE", + "O", + "LOC" + ], + "srl": [ + "ARG0", + "ARG1", + "ARG1", + "ARG1", + "V", + "O", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-LOC", + "ARGM-LOC" + ], + "qas": [ + { + "id": "entry_org_09_q1", + "type": "isian", + "question": "Organisasi apa yang didirikan pada 31 Januari 1926?", + "answer": "Nahdlatul Ulama NU", + "answer_meta": [ + { + "text": "Nahdlatul Ulama NU" + } + ] + }, + { + "id": "entry_org_09_q2", + "type": "isian", + "question": "Dimana NU didirikan?", + "answer": "Surabaya", + "answer_meta": [ + { + "text": "Surabaya" + } + ] + } + ] + }, + { + "context": "Contoh organisasi profesi: Persatuan Guru Republik Indonesia PGRI, Ikatan Dokter Indonesia IDI, Himpunan Pengusaha Muda Indonesia HIPMI.", + "tokens": [ + "Contoh", + "organisasi", + "profesi", + "Persatuan", + "Guru", + "Republik", + "Indonesia", + "PGRI", + "Ikatan", + "Dokter", + "Indonesia", + "IDI", + "Himpunan", + "Pengusaha", + "Muda", + "Indonesia", + "HIPMI" + ], + "ner": [ + "O", + "O", + "O", + "ORG", + "ORG", + "ORG", + "ORG", + "ORG", + "ORG", + "ORG", + "ORG", + "ORG", + "ORG", + "ORG", + "ORG", + "ORG", + "ORG" + ], + "srl": [ + "V", + "O", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "id": "entry_org_10_q1", + "type": "isian", + "question": "Apa kepanjangan PGRI?", + "answer": "Persatuan Guru Republik Indonesia", + "answer_meta": [ + { + "text": "Persatuan Guru Republik Indonesia" + } + ] + }, + { + "id": "entry_org_10_q2", + "type": "isian", + "question": "Singkatan apa untuk Himpunan Pengusaha Muda Indonesia?", + "answer": "HIPMI", + "answer_meta": [ + { + "text": "HIPMI" + } + ] + } + ] + }, + { + "context": "Organisasi yang bersifat revolusioner yang lain sebelum PNI sebenarnya sudah ada, yakni Partai Komunis Indonesia PKI.", + "tokens": [ + "Organisasi", + "yang", + "bersifat", + "revolusioner", + "yang", + "lain", + "sebelum", + "PNI", + "sebenarnya", + "sudah", + "ada", + "yakni", + "Partai", + "Komunis", + "Indonesia", + "PKI" + ], + "ner": [ + "O", + "O", + "O", + "O", + "O", + "O", + "O", + "ORG", + "O", + "O", + "O", + "O", + "ORG", + "ORG", + "ORG", + "ORG" + ], + "srl": [ + "ARG1", + "O", + "ARGM-MNR", + "ARGM-MNR", + "O", + "O", + "ARGM-TMP", + "ARG0", + "O", + "O", + "V", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARG1" + ], + "qas": [ + { + "id": "org_extra_01_q1", + "type": "isian", + "question": "Organisasi revolusioner sebelum PNI adalah ___?", + "answer": "Partai Komunis Indonesia", + "answer_meta": [ + { + "text": "Partai Komunis Indonesia" + } + ] + }, + { + "id": "org_extra_01_q2", + "type": "isian", + "question": "Singkatan Partai Komunis Indonesia adalah ___?", + "answer": "PKI", + "answer_meta": [ + { + "text": "PKI" + } + ] + } + ] + }, + { + "context": "Organisasi pemuda yang pertama berdiri di Indonesia adalah Trikoro Darmo.", + "tokens": [ + "Organisasi", + "pemuda", + "yang", + "pertama", + "berdiri", + "di", + "Indonesia", + "adalah", + "Trikoro", + "Darmo" + ], + "ner": ["O", "O", "O", "O", "O", "O", "LOC", "O", "ORG", "ORG"], + "srl": [ + "ARG1", + "ARG1", + "O", + "ARGM-TMP", + "V", + "ARGM-LOC", + "ARGM-LOC", + "O", + "ARG0", + "ARG0" + ], + "qas": [ + { + "id": "org_extra_02_q1", + "type": "isian", + "question": "Organisasi pemuda pertama di Indonesia adalah ___?", + "answer": "Trikoro Darmo", + "answer_meta": [ + { + "text": "Trikoro Darmo" + } + ] + }, + { + "id": "org_extra_02_q2", + "type": "isian", + "question": "Organisasi Trikoro Darmo berdiri di ___?", + "answer": "Indonesia", + "answer_meta": [ + { + "text": "Indonesia" + } + ] + } + ] + }, + { + "context": "Misalnya Muhammadiyah mempunyai organisasi kepanduan Hizbul Wathan HW.", + "tokens": [ + "Misalnya", + "Muhammadiyah", + "mempunyai", + "organisasi", + "kepanduan", + "Hizbul", + "Wathan", + "HW" + ], + "ner": ["O", "ORG", "O", "O", "O", "ORG", "ORG", "ORG"], + "srl": ["O", "ARG1", "V", "O", "O", "ARG1", "ARG1", "ARG1"], + "qas": [ + { + "id": "org_extra_03_q1", + "type": "isian", + "question": "Organisasi kepanduan Muhammadiyah adalah ___?", + "answer": "Hizbul Wathan", + "answer_meta": [ + { + "text": "Hizbul Wathan" + } + ] + }, + { + "id": "org_extra_03_q2", + "type": "isian", + "question": "Singkatan Hizbul Wathan adalah ___?", + "answer": "HW", + "answer_meta": [ + { + "text": "HW" + } + ] + } + ] + }, + { + "context": "Pada tahun 1912 berdiri organisasi perempuan yang pertama yakni Puteri Mardika.", + "tokens": [ + "Pada", + "tahun", + "1912", + "berdiri", + "organisasi", + "perempuan", + "yang", + "pertama", + "yakni", + "Puteri", + "Mardika" + ], + "ner": ["O", "O", "DATE", "O", "O", "O", "O", "O", "O", "ORG", "ORG"], + "srl": [ + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "V", + "ARG1", + "ARG1", + "O", + "O", + "O", + "ARG0", + "ARG0" + ], + "qas": [ + { + "id": "org_extra_04_q1", + "type": "isian", + "question": "Organisasi perempuan pertama pada 1912 adalah ___?", + "answer": "Puteri Mardika", + "answer_meta": [ + { + "text": "Puteri Mardika" + } + ] + }, + { + "id": "org_extra_04_q2", + "type": "isian", + "question": "Puteri Mardika berdiri pada tahun ___?", + "answer": "1912", + "answer_meta": [ + { + "text": "1912" + } + ] + } + ] + }, + { + "context": "Ia mendirikan partai dengan nama Partai Nasional Indonesia pada 4 Juli 1927.", + "tokens": [ + "Ia", + "mendirikan", + "partai", + "dengan", + "nama", + "Partai", + "Nasional", + "Indonesia", + "pada", + "4", + "Juli", + "1927" + ], + "ner": [ + "O", + "O", + "O", + "O", + "O", + "ORG", + "ORG", + "ORG", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "V", + "ARG1", + "O", + "O", + "ARG1", + "ARG1", + "ARG1", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "id": "org_extra_05_q1", + "type": "isian", + "question": "Nama partai yang didirikan pada 4 Juli 1927 adalah ___?", + "answer": "Partai Nasional Indonesia", + "answer_meta": [ + { + "text": "Partai Nasional Indonesia" + } + ] + }, + { + "id": "org_extra_05_q2", + "type": "isian", + "question": "Partai Nasional Indonesia didirikan pada tanggal ___ Juli 1927?", + "answer": "4", + "answer_meta": [ + { + "text": "4 Juli 1927" + } + ] + } + ] + } +] diff --git a/question_generation/model_evaluation_results.txt b/question_generation/model_evaluation_results.txt new file mode 100644 index 0000000..5adf2a7 --- /dev/null +++ b/question_generation/model_evaluation_results.txt @@ -0,0 +1,3 @@ +BLEU Score: 0.0585 +Validation Accuracy: 0.6740 +Validation Loss: 1.8080 diff --git a/question_generation/predict_qa.py b/question_generation/predict_qa.py new file mode 100644 index 0000000..e69de29 diff --git a/question_generation/qa_dataset.json b/question_generation/qa_dataset.json new file mode 100644 index 0000000..59c92b6 --- /dev/null +++ b/question_generation/qa_dataset.json @@ -0,0 +1,178 @@ +[ + { + "context": "raden ajeng kartini lahir pada 21 april 1879 di jepara", + "tokens": [ + "raden", + "ajeng", + "kartini", + "lahir", + "pada", + "21", + "april", + "1879", + "di", + "jepara" + ], + "ner": [ + "PER", + "PER", + "PER", + "O", + "O", + "DATE", + "DATE", + "DATE", + "O", + "LOC" + ], + "srl": [ + "ARG0", + "ARG0", + "ARG0", + "V", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "isian", + "question": "Dimana kartini lahir ___", + "answer": "jepara", + "id": "qa_0_q1" + }, + { + "type": "true_false", + "question": "Kartini lahir pada tanggal 21 mei 1879 ___", + "options": [ + "true", + "false" + ], + "answer": "false", + "id": "qa_0_q2" + } + ] + }, + { + "context": "kerajaan majapahit berdiri pada tahun 1293 di trowulan", + "tokens": [ + "kerajaan", + "majapahit", + "berdiri", + "pada", + "tahun", + "1293", + "di", + "trowulan" + ], + "ner": [ + "O", + "ORG", + "O", + "O", + "O", + "DATE", + "O", + "LOC" + ], + "srl": [ + "ARG1", + "ARG1", + "V", + "O", + "O", + "ARGM-TMP", + "O", + "ARGM-LOC" + ], + "qas": [ + { + "type": "opsi", + "question": "Dimana kerajaan majapahit berdiri ___", + "options": [ + "trowulan", + "singasari", + "kuta", + "banten" + ], + "answer": "trowulan", + "id": "qa_1_q1" + }, + { + "type": "true_false", + "question": "Kerajaan majapahit berdiri pada tahun 1300 ___", + "options": [ + "true", + "false" + ], + "answer": "false", + "id": "qa_1_q2" + } + ] + }, + { + "context": "soekarno dan mohammad hatta memproklamasikan kemerdekaan indonesia pada 17 agustus 1945", + "tokens": [ + "soekarno", + "dan", + "mohammad", + "hatta", + "memproklamasikan", + "kemerdekaan", + "indonesia", + "pada", + "17", + "agustus", + "1945" + ], + "ner": [ + "PER", + "O", + "PER", + "PER", + "O", + "O", + "LOC", + "O", + "DATE", + "DATE", + "DATE" + ], + "srl": [ + "ARG0", + "O", + "ARG0", + "ARG0", + "V", + "ARG1", + "ARGM-LOC", + "O", + "ARGM-TMP", + "ARGM-TMP", + "ARGM-TMP" + ], + "qas": [ + { + "type": "isian", + "question": "Pada tanggal berapa kemerdekaan indonesia diproklamasikan ___", + "answer": "17 agustus 1945", + "id": "qa_2_q1" + }, + { + "type": "opsi", + "question": "Siapa yang memproklamasikan kemerdekaan indonesia ___", + "options": [ + "soekarno", + "mohammad hatta", + "sudirman", + "ahmad yani" + ], + "answer": "soekarno mohammad hatta", + "id": "qa_2_q2" + } + ] + } +] \ No newline at end of file diff --git a/question_generation/qa_generator_tokenizers.json b/question_generation/qa_generator_tokenizers.json new file mode 100644 index 0000000..cd99669 --- /dev/null +++ b/question_generation/qa_generator_tokenizers.json @@ -0,0 +1 @@ +{"word_tokenizer": "{\"class_name\": \"Tokenizer\", \"config\": {\"num_words\": 10000, \"filters\": \"!\\\"#$%&()*+,-./:;<=>?@[\\\\]^_`{|}~\\t\\n\", \"lower\": true, \"split\": \" \", \"char_level\": false, \"oov_token\": \"\", \"document_count\": 4275, \"word_counts\": \"{\\\"raden\\\": 16, \\\"ajeng\\\": 8, \\\"kartini\\\": 24, \\\"lahir\\\": 1842, \\\"pada\\\": 2343, \\\"21\\\": 53, \\\"april\\\": 114, \\\"1879\\\": 27, \\\"di\\\": 2262, \\\"jepara\\\": 20, \\\"kerajaan\\\": 321, \\\"majapahit\\\": 50, \\\"berdiri\\\": 180, \\\"tahun\\\": 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1425, \"word_counts\": \"{\\\"isian\\\": 1260, \\\"true\\\": 84, \\\"false\\\": 84, \\\"opsi\\\": 81}\", \"word_docs\": \"{\\\"isian\\\": 1260, \\\"true\\\": 84, \\\"false\\\": 84, \\\"opsi\\\": 81}\", \"index_docs\": \"{\\\"1\\\": 1260, \\\"2\\\": 84, \\\"3\\\": 84, \\\"4\\\": 81}\", \"index_word\": \"{\\\"1\\\": \\\"isian\\\", \\\"2\\\": \\\"true\\\", \\\"3\\\": \\\"false\\\", \\\"4\\\": \\\"opsi\\\"}\", \"word_index\": \"{\\\"isian\\\": 1, \\\"true\\\": 2, \\\"false\\\": 3, \\\"opsi\\\": 4}\"}}", "max_context_len": 31, "max_question_len": 12, "max_token_len": 31} \ No newline at end of file diff --git a/question_generation/qa_model.py b/question_generation/qa_model.py new file mode 100644 index 0000000..4f851f7 --- /dev/null +++ b/question_generation/qa_model.py @@ -0,0 +1,490 @@ +import numpy as np +import pandas as pd +import json +import random +import tensorflow as tf +from tensorflow.keras.preprocessing.text import Tokenizer +from tensorflow.keras.preprocessing.sequence import pad_sequences +from tensorflow.keras.models import Model, load_model +from tensorflow.keras.layers import ( + Input, + LSTM, + Dense, + Embedding, + Bidirectional, + Concatenate, + Attention, + Dropout, +) +from tensorflow.keras.callbacks import ModelCheckpoint, EarlyStopping +from sklearn.model_selection import train_test_split +import matplotlib.pyplot as plt +import re + + +with open("data_converted.json", "r") as f: + data = json.load(f) + + +# Preprocessing function +def preprocess_text(text): + """Melakukan preprocessing teks dasar""" + text = text.lower() + text = re.sub(r"\s+", " ", text).strip() + return text + + +# Persiapkan data untuk model +def prepare_data(data): + """Siapkan data untuk model""" + contexts = [] + tokens_list = [] + ner_list = [] + srl_list = [] + questions = [] + answers = [] + q_types = [] + + for item in data: + for qa in item["qas"]: + contexts.append(preprocess_text(item["context"])) + tokens_list.append(item["tokens"]) + ner_list.append(item["ner"]) + srl_list.append(item["srl"]) + questions.append(preprocess_text(qa["question"])) + answers.append(qa["answer"]) + q_types.append(qa["type"]) + + return contexts, tokens_list, ner_list, srl_list, questions, answers, q_types + + +contexts, tokens_list, ner_list, srl_list, questions, answers, q_types = prepare_data( + data +) + +max_vocab_size = 10000 +tokenizer = Tokenizer(num_words=max_vocab_size, oov_token="") +tokenizer.fit_on_texts(contexts + questions + [" ".join(item) for item in tokens_list]) +vocab_size = len(tokenizer.word_index) + 1 + +# Encoding untuk NER +ner_tokenizer = Tokenizer(oov_token="") +ner_tokenizer.fit_on_texts([" ".join(ner) for ner in ner_list]) +ner_vocab_size = len(ner_tokenizer.word_index) + 1 + +# Encoding untuk SRL +srl_tokenizer = Tokenizer(oov_token="") +srl_tokenizer.fit_on_texts([" ".join(srl) for srl in srl_list]) +srl_vocab_size = len(srl_tokenizer.word_index) + 1 + +# Encoding untuk tipe pertanyaan +q_type_tokenizer = Tokenizer() +q_type_tokenizer.fit_on_texts(q_types) +q_type_vocab_size = len(q_type_tokenizer.word_index) + 1 + + +# Konversi token, ner, srl ke sequences +def tokens_to_sequences(tokens, ner, srl): + """Konversi token, ner, dan srl ke sequences""" + token_seqs = [tokenizer.texts_to_sequences([" ".join(t)])[0] for t in tokens] + ner_seqs = [ner_tokenizer.texts_to_sequences([" ".join(n)])[0] for n in ner] + srl_seqs = [srl_tokenizer.texts_to_sequences([" ".join(s)])[0] for s in srl] + return token_seqs, ner_seqs, srl_seqs + + +# Menentukan panjang maksimum untuk padding +context_seqs = tokenizer.texts_to_sequences(contexts) +question_seqs = tokenizer.texts_to_sequences(questions) +token_seqs, ner_seqs, srl_seqs = tokens_to_sequences(tokens_list, ner_list, srl_list) + +max_context_len = max([len(seq) for seq in context_seqs]) +max_question_len = max([len(seq) for seq in question_seqs]) +max_token_len = max([len(seq) for seq in token_seqs]) + + +# Pad sequences untuk memastikan semua input sama panjang +def pad_all_sequences(context_seqs, question_seqs, token_seqs, ner_seqs, srl_seqs): + """Padding semua sequences""" + context_padded = pad_sequences(context_seqs, maxlen=max_context_len, padding="post") + question_padded = pad_sequences( + question_seqs, maxlen=max_question_len, padding="post" + ) + token_padded = pad_sequences(token_seqs, maxlen=max_token_len, padding="post") + ner_padded = pad_sequences(ner_seqs, maxlen=max_token_len, padding="post") + srl_padded = pad_sequences(srl_seqs, maxlen=max_token_len, padding="post") + return context_padded, question_padded, token_padded, ner_padded, srl_padded + + +# Siapkan encoder untuk jawaban +answer_tokenizer = Tokenizer(oov_token="") +answer_tokenizer.fit_on_texts(answers) +answer_vocab_size = len(answer_tokenizer.word_index) + 1 + +# Encode tipe pertanyaan - FIX - Menggunakan indeks langsung bukan sequence +q_type_indices = [] +for q_type in q_types: + # Dapatkan indeks tipe pertanyaan (dikurangi 1 karena indeks dimulai dari 1) + q_type_idx = q_type_tokenizer.word_index.get(q_type, 0) + q_type_indices.append(q_type_idx) + +# Konversi ke numpy array +q_type_indices = np.array(q_type_indices) + +# One-hot encode tipe pertanyaan +q_type_categorical = tf.keras.utils.to_categorical( + q_type_indices, num_classes=q_type_vocab_size +) + +# Pad sequences +context_padded, question_padded, token_padded, ner_padded, srl_padded = ( + pad_all_sequences(context_seqs, question_seqs, token_seqs, ner_seqs, srl_seqs) +) + +# Encode jawaban +answer_seqs = answer_tokenizer.texts_to_sequences(answers) +max_answer_len = max([len(seq) for seq in answer_seqs]) +answer_padded = pad_sequences(answer_seqs, maxlen=max_answer_len, padding="post") + +# Split data menjadi train dan test sets +indices = list(range(len(context_padded))) +train_indices, test_indices = train_test_split(indices, test_size=0.2, random_state=42) + + +# Fungsi untuk mendapatkan subset dari data berdasarkan indices +def get_subset(data, indices): + return np.array([data[i] for i in indices]) + + +# Train data +train_context = get_subset(context_padded, train_indices) +train_question = get_subset(question_padded, train_indices) +train_token = get_subset(token_padded, train_indices) +train_ner = get_subset(ner_padded, train_indices) +train_srl = get_subset(srl_padded, train_indices) +train_q_type = get_subset(q_type_categorical, train_indices) +train_answer = get_subset(answer_padded, train_indices) + +# Test data +test_context = get_subset(context_padded, test_indices) +test_question = get_subset(question_padded, test_indices) +test_token = get_subset(token_padded, test_indices) +test_ner = get_subset(ner_padded, test_indices) +test_srl = get_subset(srl_padded, test_indices) +test_q_type = get_subset(q_type_categorical, test_indices) +test_answer = get_subset(answer_padded, test_indices) + +# Hyperparameters +embedding_dim = 100 +lstm_units = 128 +ner_embedding_dim = 50 +srl_embedding_dim = 50 +dropout_rate = 0.3 + + +# Function untuk membuat model dengan dua output: pertanyaan dan jawaban +def create_qa_generator_model(): + # Input layers + context_input = Input(shape=(max_context_len,), name="context_input") + token_input = Input(shape=(max_token_len,), name="token_input") + ner_input = Input(shape=(max_token_len,), name="ner_input") + srl_input = Input(shape=(max_token_len,), name="srl_input") + + # Tidak perlu question_input dan q_type_input untuk proses generasi + # karena ini akan menjadi output + + # Shared embedding layer for text + text_embedding = Embedding(vocab_size, embedding_dim, name="text_embedding") + + # Embedding untuk NER dan SRL + ner_embedding = Embedding(ner_vocab_size, ner_embedding_dim, name="ner_embedding")( + ner_input + ) + srl_embedding = Embedding(srl_vocab_size, srl_embedding_dim, name="srl_embedding")( + srl_input + ) + + # Apply embeddings + context_embed = text_embedding(context_input) + token_embed = text_embedding(token_input) + + # Bi-directional LSTM untuk context dan token-level features + context_lstm = Bidirectional( + LSTM(lstm_units, return_sequences=True, name="context_lstm") + )(context_embed) + + # Concat token features (tokens, NER, SRL) + token_features = Concatenate(name="token_features")( + [token_embed, ner_embedding, srl_embedding] + ) + token_lstm = Bidirectional( + LSTM(lstm_units, return_sequences=True, name="token_lstm") + )(token_features) + + # Pool outputs + context_pool = tf.keras.layers.GlobalMaxPooling1D(name="context_pool")(context_lstm) + token_pool = tf.keras.layers.GlobalMaxPooling1D(name="token_pool")(token_lstm) + + # Concat all features + all_features = Concatenate(name="all_features")([context_pool, token_pool]) + + # Shared layers + shared = Dense(256, activation="relu", name="shared_dense_1")(all_features) + shared = Dropout(dropout_rate)(shared) + shared = Dense(128, activation="relu", name="shared_dense_2")(shared) + shared = Dropout(dropout_rate)(shared) + + # Branch untuk pertanyaan + question_branch = Dense(256, activation="relu", name="question_dense")(shared) + question_branch = Dropout(dropout_rate)(question_branch) + + # Branch untuk jawaban + answer_branch = Dense(256, activation="relu", name="answer_dense")(shared) + answer_branch = Dropout(dropout_rate)(answer_branch) + + # Output layers + # Untuk pertanyaan, kita buat layer decoder berbasis LSTM untuk menghasilkan sequence kata + # sebagai pertanyaan + question_decoder = LSTM(lstm_units, return_sequences=True, name="question_decoder")( + tf.keras.layers.RepeatVector(max_question_len)(question_branch) + ) + question_output = Dense(vocab_size, activation="softmax", name="question_output")( + question_decoder + ) + + # Output layer untuk jawaban + answer_output = Dense( + answer_vocab_size, activation="softmax", name="answer_output" + )(answer_branch) + + # Create model + model = Model( + inputs=[ + context_input, + token_input, + ner_input, + srl_input, + ], + outputs=[question_output, answer_output], + ) + + # Compile model dengan loss function dan metrics untuk kedua output + model.compile( + optimizer="adam", + loss={ + "question_output": "categorical_crossentropy", + "answer_output": "sparse_categorical_crossentropy", + }, + metrics={"question_output": "accuracy", "answer_output": "accuracy"}, + loss_weights={"question_output": 1.0, "answer_output": 1.0}, + ) + + return model + + +# Persiapkan target untuk pertanyaan (one-hot encoded) +# Untuk pertanyaan, kita perlu mengubah ke format categorical karena kita memprediksi +# setiap kata di sequence secara bersamaan +def prepare_question_target(question_padded): + question_target = [] + for question in question_padded: + # One-hot encode setiap token dalam sequence + sequence_target = [] + for token in question: + # Buat vektor one-hot untuk token ini + token_target = tf.keras.utils.to_categorical(token, num_classes=vocab_size) + sequence_target.append(token_target) + question_target.append(sequence_target) + return np.array(question_target) + + +# Siapkan target untuk question output +train_question_target = prepare_question_target(train_question) +test_question_target = prepare_question_target(test_question) + +# Ubah format jawaban untuk sparse categorical crossentropy +train_answer_labels = train_answer[:, 0] # Ambil indeks pertama dari jawaban +test_answer_labels = test_answer[:, 0] + +# Buat model +model = create_qa_generator_model() +model.summary() + +# Callback untuk menyimpan model terbaik +checkpoint = ModelCheckpoint( + "qa_generator_model.h5", + monitor="val_question_output_accuracy", + save_best_only=True, + verbose=1, + mode="max", +) + +early_stop = EarlyStopping( + monitor="val_question_output_accuracy", patience=5, verbose=1, mode="max" +) + +# Training +batch_size = 8 +epochs = 50 + +# Train model +history = model.fit( + [train_context, train_token, train_ner, train_srl], + {"question_output": train_question_target, "answer_output": train_answer_labels}, + batch_size=batch_size, + epochs=epochs, + validation_data=( + [test_context, test_token, test_ner, test_srl], + {"question_output": test_question_target, "answer_output": test_answer_labels}, + ), + callbacks=[checkpoint, early_stop], +) + +model.save("qa_generator_model_final.keras") + +# Simpan tokenizer +tokenizer_data = { + "word_tokenizer": tokenizer.to_json(), + "ner_tokenizer": ner_tokenizer.to_json(), + "srl_tokenizer": srl_tokenizer.to_json(), + "answer_tokenizer": answer_tokenizer.to_json(), + "q_type_tokenizer": q_type_tokenizer.to_json(), + "max_context_len": max_context_len, + "max_question_len": max_question_len, + "max_token_len": max_token_len, +} + +with open("qa_generator_tokenizers.json", "w") as f: + json.dump(tokenizer_data, f) + + +# Fungsi untuk prediksi +def predict_question_and_answer(model, context, tokens, ner, srl): + """ + Prediksi pertanyaan dan jawaban berdasarkan konteks, tokens, NER, dan SRL + """ + # Preprocess input + context_seq = tokenizer.texts_to_sequences([preprocess_text(context)]) + context_padded = pad_sequences(context_seq, maxlen=max_context_len, padding="post") + + token_seq = tokenizer.texts_to_sequences([" ".join(tokens)]) + token_padded = pad_sequences(token_seq, maxlen=max_token_len, padding="post") + + ner_seq = ner_tokenizer.texts_to_sequences([" ".join(ner)]) + ner_padded = pad_sequences(ner_seq, maxlen=max_token_len, padding="post") + + srl_seq = srl_tokenizer.texts_to_sequences([" ".join(srl)]) + srl_padded = pad_sequences(srl_seq, maxlen=max_token_len, padding="post") + + # Prediksi + question_pred, answer_pred = model.predict( + [context_padded, token_padded, ner_padded, srl_padded] + ) + + # Decode pertanyaan (mengambil indeks dengan probabilitas tertinggi di setiap posisi) + question_indices = np.argmax(question_pred[0], axis=1) + question_words = [] + + # Reverse word index untuk mendapatkan kata dari indeks + word_index = tokenizer.word_index + index_word = {v: k for k, v in word_index.items()} + + # Decode pertanyaan + for idx in question_indices: + if idx != 0: # Skip padding (index 0) + word = index_word.get(idx, "") + question_words.append(word) + else: + break # Stop at padding + + # Decode jawaban + answer_idx = np.argmax(answer_pred[0]) + + # Reverse word index untuk jawaban + answer_word_index = answer_tokenizer.word_index + answer_index_word = {v: k for k, v in answer_word_index.items()} + + answer = answer_index_word.get(answer_idx, "") + + # Bentuk pertanyaan + question = " ".join(question_words) + + return question, answer + + +# Contoh penggunaan +# Catatan: Ini hanya contoh, perlu data aktual saat implementasi +""" +sample_context = "Selamat pagi, sekarang adalah hari Senin." +sample_tokens = ["selamat", "pagi", "sekarang", "adalah", "hari", "senin"] +sample_ner = ["O", "O", "O", "O", "O", "B-TIME"] +sample_srl = ["B-V", "B-ARG1", "B-ARGM-TMP", "B-ARGM-PRD", "I-ARGM-PRD", "I-ARGM-PRD"] + +# Load model yang sudah dilatih +loaded_model = load_model("qa_generator_model_final.keras") + +# Prediksi +question, answer = predict_question_and_answer( + loaded_model, sample_context, sample_tokens, sample_ner, sample_srl +) + +print("Konteks:", sample_context) +print("Pertanyaan yang dihasilkan:", question) +print("Jawaban yang dihasilkan:", answer) +""" + +sample = { + "context": "kerajaan majapahit berdiri pada tahun 1293 di trowulan", + "tokens": [ + "kerajaan", + "majapahit", + "berdiri", + "pada", + "tahun", + "1293", + "di", + "trowulan", + ], + "ner": ["O", "ORG", "O", "O", "O", "DATE", "O", "LOC"], + "srl": ["ARG1", "ARG1", "V", "O", "O", "ARGM-TMP", "O", "ARGM-LOC"], +} +question, answer = predict_question_and_answer( + model, sample["context"], sample["tokens"], sample["ner"], sample["srl"] +) + +print("Konteks:", sample["context"]) +print("Pertanyaan yang dihasilkan:", question) +print("Jawaban yang dihasilkan:", answer) + +# Plot history training +# plt.figure(figsize=(12, 8)) + +# # Plot loss +# plt.subplot(2, 2, 1) +# plt.plot(history.history['loss']) +# plt.plot(history.history['val_loss']) +# plt.title('Model Loss') +# plt.ylabel('Loss') +# plt.xlabel('Epoch') +# plt.legend(['Train', 'Validation'], loc='upper right') + +# # Plot question output accuracy +# plt.subplot(2, 2, 2) +# plt.plot(history.history['question_output_accuracy']) +# plt.plot(history.history['val_question_output_accuracy']) +# plt.title('Question Output Accuracy') +# plt.ylabel('Accuracy') +# plt.xlabel('Epoch') +# plt.legend(['Train', 'Validation'], loc='lower right') + +# # Plot answer output accuracy +# plt.subplot(2, 2, 3) +# plt.plot(history.history['answer_output_accuracy']) +# plt.plot(history.history['val_answer_output_accuracy']) +# plt.title('Answer Output Accuracy') +# plt.ylabel('Accuracy') +# plt.xlabel('Epoch') +# plt.legend(['Train', 'Validation'], loc='lower right') + +# plt.tight_layout() +# plt.savefig("training_history.png") +# plt.show() diff --git a/question_generation/qa_tokenizers.json b/question_generation/qa_tokenizers.json new file mode 100644 index 0000000..3f731ba --- /dev/null +++ b/question_generation/qa_tokenizers.json @@ -0,0 +1 @@ +{"word_tokenizer": "{\"class_name\": \"Tokenizer\", \"config\": {\"num_words\": 10000, \"filters\": \"!\\\"#$%&()*+,-./:;<=>?@[\\\\]^_`{|}~\\t\\n\", \"lower\": true, \"split\": \" \", \"char_level\": false, \"oov_token\": \"\", \"document_count\": 4275, \"word_counts\": \"{\\\"raden\\\": 16, \\\"ajeng\\\": 8, \\\"kartini\\\": 24, \\\"lahir\\\": 1842, \\\"pada\\\": 2343, \\\"21\\\": 53, \\\"april\\\": 114, \\\"1879\\\": 27, \\\"di\\\": 2262, \\\"jepara\\\": 20, \\\"kerajaan\\\": 321, \\\"majapahit\\\": 50, \\\"berdiri\\\": 180, \\\"tahun\\\": 298, \\\"1293\\\": 9, \\\"trowulan\\\": 9, \\\"soekarno\\\": 257, \\\"dan\\\": 333, \\\"mohammad\\\": 34, \\\"hatta\\\": 35, \\\"memproklamasikan\\\": 11, \\\"kemerdekaan\\\": 27, \\\"indonesia\\\": 464, \\\"17\\\": 60, \\\"agustus\\\": 187, \\\"1945\\\": 50, \\\"bumi\\\": 63, \\\"mengelilingi\\\": 6, \\\"matahari\\\": 31, \\\"selama\\\": 2, 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\\\"kepanjangan\\\", \\\"1022\\\": \\\"metana\\\", \\\"1023\\\": \\\"terjauh\\\", \\\"1024\\\": \\\"menyebutkan\\\", \\\"1025\\\": \\\"8848\\\", \\\"1026\\\": \\\"1905\\\", \\\"1027\\\": \\\"tokyo\\\", \\\"1028\\\": \\\"100\\\", \\\"1029\\\": \\\"leonardo\\\", \\\"1030\\\": \\\"da\\\", \\\"1031\\\": \\\"vinci\\\", \\\"1032\\\": \\\"melukis\\\", \\\"1033\\\": \\\"46\\\", \\\"1034\\\": \\\"antariksa\\\", \\\"1035\\\": \\\"kornea\\\", \\\"1036\\\": \\\"1815\\\", \\\"1037\\\": \\\"hanya\\\", \\\"1038\\\": \\\"tepatnya\\\", \\\"1039\\\": \\\"bekas\\\", \\\"1040\\\": \\\"inka\\\", \\\"1041\\\": \\\"1888\\\", \\\"1042\\\": \\\"double\\\", \\\"1043\\\": \\\"helix\\\", \\\"1044\\\": \\\"alexander\\\", \\\"1045\\\": \\\"fleming\\\", \\\"1046\\\": \\\"kiwi\\\", \\\"1047\\\": \\\"nikola\\\", \\\"1048\\\": \\\"tesla\\\", \\\"1049\\\": \\\"ac\\\", \\\"1050\\\": \\\"6650\\\", \\\"1051\\\": \\\"paus\\\", \\\"1052\\\": \\\"diproduksi\\\", \\\"1053\\\": \\\"pankreas\\\", \\\"1054\\\": \\\"mengatur\\\", 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\\\"salatiga\\\": 155, \\\"susanto\\\": 156, \\\"sari\\\": 157, \\\"fauziah\\\": 158, \\\"2009\\\": 159, \\\"wahyudi\\\": 160, \\\"probolinggo\\\": 161, \\\"denpasar\\\": 162, \\\"samarinda\\\": 163, \\\"1978\\\": 164, \\\"cirebon\\\": 165, \\\"pratama\\\": 166, \\\"galuh\\\": 167, \\\"1997\\\": 168, \\\"maulana\\\": 169, \\\"2000\\\": 170, \\\"1948\\\": 171, \\\"manado\\\": 172, \\\"hidayat\\\": 173, \\\"1980\\\": 174, \\\"zain\\\": 175, \\\"1960\\\": 176, \\\"jember\\\": 177, \\\"1942\\\": 178, \\\"sultan\\\": 179, \\\"1350\\\": 180, \\\"1389\\\": 181, \\\"maritim\\\": 182, \\\"merkurius\\\": 183, \\\"uranus\\\": 184, \\\"neptunus\\\": 185, \\\"amazon\\\": 186, \\\"asia\\\": 187, \\\"colosseum\\\": 188, \\\"taj\\\": 189, \\\"petra\\\": 190, \\\"tembok\\\": 191, \\\"chichen\\\": 192, \\\"itza\\\": 193, \\\"patung\\\": 194, \\\"yesus\\\": 195, \\\"penebus\\\": 196, \\\"machu\\\": 197, \\\"picchu\\\": 198, \\\"stonehenge\\\": 199, \\\"menara\\\": 200, \\\"pisa\\\": 201, \\\"angkot\\\": 202, \\\"wat\\\": 203, \\\"darah\\\": 204, \\\"oksigen\\\": 205, \\\"air\\\": 206, \\\"van\\\": 207, \\\"c\\\": 208, \\\"sungai\\\": 209, \\\"ali\\\": 210, \\\"rapat\\\": 211, \\\"lina\\\": 212, \\\"pameran\\\": 213, \\\"perlombaan\\\": 214, \\\"fajar\\\": 215, \\\"festival\\\": 216, \\\"rian\\\": 217, \\\"rudi\\\": 218, \\\"bali\\\": 219, \\\"satu\\\": 220, \\\"timur\\\": 221, \\\"menghasilkan\\\": 222, \\\"usus\\\": 223, \\\"hidung\\\": 224, \\\"sleman\\\": 225, \\\"banten\\\": 226, \\\"pecangaan\\\": 227, \\\"pasuruan\\\": 228, \\\"yupa\\\": 229, \\\"pallawa\\\": 230, \\\"sanskerta\\\": 231, \\\"kudungga\\\": 232, \\\"brahmana\\\": 233, \\\"waprakeswara\\\": 234, \\\"kerajaan\\\": 235, \\\"rani\\\": 236, \\\"1989\\\": 237, \\\"kendari\\\": 238, \\\"yosef\\\": 239, \\\"wawan\\\": 240, \\\"mario\\\": 241, \\\"hermawan\\\": 242, \\\"bayu\\\": 243, \\\"depok\\\": 244, \\\"gianyar\\\": 245, \\\"1963\\\": 246, \\\"ernita\\\": 247, \\\"tania\\\": 248, \\\"1999\\\": 249, \\\"wahyu\\\": 250, \\\"adewi\\\": 251, \\\"xenia\\\": 252, \\\"citra\\\": 253, \\\"martini\\\": 254, \\\"2001\\\": 255, \\\"2002\\\": 256, \\\"1940\\\": 257, \\\"oki\\\": 258, \\\"semarang\\\": 259, \\\"banjarmasin\\\": 260, \\\"opik\\\": 261, \\\"anggraini\\\": 262, \\\"1972\\\": 263, \\\"gina\\\": 264, \\\"bogor\\\": 265, \\\"permana\\\": 266, \\\"magelang\\\": 267, \\\"1947\\\": 268, \\\"solo\\\": 269, \\\"1952\\\": 270, \\\"luthfi\\\": 271, \\\"sukabumi\\\": 272, \\\"2007\\\": 273, \\\"1986\\\": 274, \\\"bekasi\\\": 275, \\\"pontianak\\\": 276, \\\"syah\\\": 277, \\\"sriwijaya\\\": 278, \\\"hayam\\\": 279, \\\"wuruk\\\": 280, \\\"tinggi\\\": 281, \\\"sarekat\\\": 282, \\\"trowulan\\\": 283, \\\"mohammad\\\": 284, \\\"hatta\\\": 285, \\\"hari\\\": 286, \\\"mars\\\": 287, \\\"jupiter\\\": 288, \\\"meter\\\": 289, \\\"jantung\\\": 290, \\\"tokyo\\\": 291, \\\"ketiga\\\": 292, \\\"leonardo\\\": 293, \\\"da\\\": 294, \\\"vinci\\\": 295, \\\"kilometer\\\": 296, \\\"1958\\\": 297, \\\"kimia\\\": 298, \\\"karbon\\\": 299, \\\"dioksida\\\": 300, \\\"double\\\": 301, \\\"helix\\\": 302, \\\"nil\\\": 303, \\\"juta\\\": 304, \\\"km\\\\u00b2\\\": 305, \\\"laut\\\": 306, \\\"superior\\\": 307, \\\"andi\\\": 308, \\\"iqbal\\\": 309, \\\"siti\\\": 310, \\\"dina\\\": 311, \\\"hana\\\": 312, \\\"raka\\\": 313, \\\"kloroplas\\\": 314, \\\"energi\\\": 315, \\\"alam\\\": 316, \\\"ginjal\\\": 317, \\\"halus\\\": 318, \\\"mengangkut\\\": 319, \\\"meulaboh\\\": 320, \\\"haria\\\": 321, \\\"aceh\\\": 322, \\\"1854\\\": 323, \\\"1868\\\": 324, \\\"1871\\\": 325, \\\"1783\\\": 326, \\\"1785\\\": 327, \\\"1807\\\": 328, \\\"1896\\\": 329, \\\"sumatera\\\": 330, \\\"1909\\\": 331, \\\"1914\\\": 332, \\\"1925\\\": 333, \\\"pemuda\\\": 334, \\\"ahmad\\\": 335, \\\"dahlan\\\": 336, \\\"surakarta\\\": 337, \\\"belanda\\\": 338, \\\"1799\\\": 339, \\\"samanhudi\\\": 340, \\\"ny\\\": 341, \\\"th\\\": 342, \\\"deventer\\\": 343, \\\"utomo\\\": 344, \\\"kalimantan\\\": 345, \\\"abad\\\": 346, \\\"m\\\": 347, \\\"india\\\": 348, \\\"purnawarman\\\": 349, \\\"venus\\\": 350, \\\"rotasi\\\": 351, \\\"1982\\\": 352, \\\"1962\\\": 353, \\\"2010\\\": 354, \\\"ambon\\\": 355, \\\"handayani\\\": 356, \\\"kupang\\\": 357, \\\"nabila\\\": 358, \\\"1974\\\": 359, \\\"1950\\\": 360, \\\"putra\\\": 361, \\\"1983\\\": 362, \\\"rachman\\\": 363, \\\"1956\\\": 364, \\\"1957\\\": 365, \\\"1959\\\": 366, \\\"suryadi\\\": 367, \\\"1967\\\": 368, \\\"saputra\\\": 369, \\\"sukma\\\": 370, \\\"1969\\\": 371, \\\"1949\\\": 372, \\\"suharto\\\": 373, \\\"kiki\\\": 374, \\\"wibowo\\\": 375, \\\"santoso\\\": 376, \\\"1994\\\": 377, \\\"teguh\\\": 378, \\\"laksono\\\": 379, \\\"1968\\\": 380, \\\"nadya\\\": 381, \\\"manurung\\\": 382, \\\"1966\\\": 383, \\\"1953\\\": 384, \\\"27\\\": 385, \\\"siregar\\\": 386, \\\"firmansyah\\\": 387, \\\"mita\\\": 388, \\\"ardiansyah\\\": 389, \\\"widodo\\\": 390, \\\"jawa\\\": 391, \\\"majapahit\\\": 392, \\\"1500\\\": 393, \\\"raden\\\": 394, \\\"patah\\\": 395, \\\"1514\\\": 396, \\\"1527\\\": 397, \\\"malaka\\\": 398, \\\"1586\\\": 399, \\\"400\\\": 400, \\\"gajah\\\": 401, \\\"mada\\\": 402, \\\"tatang\\\": 403, \\\"talang\\\": 404, \\\"tuo\\\": 405, \\\"makhluk\\\": 406, \\\"hidup\\\": 407, \\\"proses\\\": 408, \\\"30\\\": 409, \\\"70\\\": 410, \\\"eksogen\\\": 411, \\\"endogen\\\": 412, \\\"penting\\\": 413, \\\"syailendra\\\": 414, \\\"samaratungga\\\": 415, \\\"oetomo\\\": 416, \\\"persiapan\\\": 417, \\\"kemerdekaan\\\": 418, \\\"ppki\\\": 419, \\\"partai\\\": 420, \\\"365\\\": 421, \\\"saturnus\\\": 422, \\\"gunung\\\": 423, \\\"everest\\\": 424, \\\"piramida\\\": 425, \\\"giza\\\": 426, \\\"benua\\\": 427, \\\"8848\\\": 428, \\\"albert\\\": 429, \\\"einstein\\\": 430, \\\"memompa\\\": 431, \\\"100\\\": 432, \\\"derajat\\\": 433, \\\"celsius\\\": 434, \\\"thomas\\\": 435, \\\"alva\\\": 436, \\\"edison\\\": 437, \\\"46\\\": 438, \\\"triliun\\\": 439, \\\"mahatma\\\": 440, \\\"gandhi\\\": 441, \\\"kornea\\\": 442, \\\"waterloo\\\": 443, \\\"1815\\\": 444, \\\"marie\\\": 445, \\\"curie\\\": 446, \\\"fisika\\\": 447, \\\"inka\\\": 448, \\\"vincent\\\": 449, \\\"gogh\\\": 450, \\\"alexander\\\": 451, \\\"fleming\\\": 452, \\\"jeruk\\\": 453, \\\"kiwi\\\": 454, \\\"vitamin\\\": 455, \\\"nikola\\\": 456, \\\"tesla\\\": 457, \\\"6650\\\": 458, \\\"paus\\\": 459, \\\"biru\\\": 460, \\\"pankreas\\\": 461, \\\"mengatur\\\": 462, \\\"gula\\\": 463, \\\"charles\\\": 464, \\\"darwin\\\": 465, \\\"shah\\\": 466, \\\"jahan\\\": 467, \\\"mumtaz\\\": 468, \\\"44\\\": 469, \\\"58\\\": 470, \\\"54\\\": 471, \\\"mediterania\\\": 472, \\\"eropa\\\": 473, \\\"atlantik\\\": 474, \\\"pasifik\\\": 475, \\\"hutan\\\": 476, \\\"australia\\\": 477, \\\"belahan\\\": 478, \\\"antartika\\\": 479, \\\"kutub\\\": 480, \\\"miliar\\\": 481, \\\"kilimanjaro\\\": 482, \\\"895\\\": 483, \\\"sahara\\\": 484, \\\"afrika\\\": 485, \\\"alpen\\\": 486, \\\"danau\\\": 487, \\\"amerika\\\": 488, \\\"tari\\\": 489, \\\"ibukota\\\": 490, \\\"drs\\\": 491, \\\"1928\\\": 492, \\\"nusa\\\": 493, \\\"bangsa\\\": 494, \\\"bahasa\\\": 495, \\\"cahaya\\\": 496, \\\"menjadi\\\": 497, \\\"untuk\\\": 498, \\\"pertumbuhan\\\": 499, \\\"perbaikan\\\": 500, \\\"sel\\\": 501, \\\"meiosis\\\": 502, \\\"besi\\\": 503, \\\"baja\\\": 504, \\\"nikel\\\": 505, \\\"kobalt\\\": 506, \\\"jalan\\\": 507, \\\"pegangsaan\\\": 508, \\\"nomor\\\": 509, \\\"56\\\": 510, \\\"menyaring\\\": 511, \\\"urine\\\": 512, \\\"mengeluarkan\\\": 513, \\\"uap\\\": 514, \\\"menetralisir\\\": 515, \\\"racun\\\": 516, \\\"getah\\\": 517, \\\"empedu\\\": 518, \\\"teknologi\\\": 519, \\\"yang\\\": 520, \\\"memanfaatkan\\\": 521, \\\"sumber\\\": 522, \\\"daya\\\": 523, \\\"terbarukan\\\": 524, \\\"tidak\\\": 525, \\\"limbah\\\": 526, \\\"berbahaya\\\": 527, \\\"polusi\\\": 528, \\\"gen\\\": 529, \\\"penyingkiran\\\": 530, \\\"plasma\\\": 531, \\\"nutfah\\\": 532, \\\"melalui\\\": 533, \\\"filtrasi\\\": 534, \\\"reabsorpsi\\\": 535, \\\"augmentasi\\\": 536, \\\"kulit\\\": 537, \\\"hati\\\": 538, \\\"mengedarkan\\\": 539, \\\"zat\\\": 540, \\\"makanan\\\": 541, \\\"seluruh\\\": 542, \\\"tubuh\\\": 543, \\\"sidang\\\": 544, \\\"istimewa\\\": 545, \\\"mpr\\\": 546, \\\"mulut\\\": 547, \\\"kerongkongan\\\": 548, \\\"lambung\\\": 549, \\\"besar\\\": 550, \\\"anus\\\": 551, \\\"faring\\\": 552, \\\"laring\\\": 553, \\\"trakea\\\": 554, \\\"inspirasi\\\": 555, \\\"ekspirasi\\\": 556, \\\"kacamata\\\": 557, \\\"kamera\\\": 558, \\\"mikroskop\\\": 559, \\\"membantu\\\": 560, \\\"penglihatan\\\": 561, \\\"mineral\\\": 562, \\\"hasil\\\": 563, \\\"fotosintesis\\\": 564, \\\"radio\\\": 565, \\\"televisi\\\": 566, \\\"telepon\\\": 567, \\\"seluler\\\": 568, \\\"daun\\\": 569, \\\"glukosa\\\": 570, \\\"asma\\\": 571, \\\"bronkitis\\\": 572, \\\"emfisema\\\": 573, \\\"tuberkulosis\\\": 574, \\\"penyempitan\\\": 575, \\\"saluran\\\": 576, \\\"pernapasan\\\": 577, \\\"panjang\\\": 578, \\\"puar\\\": 579, \\\"pekalongan\\\": 580, \\\"1930\\\": 581, \\\"muarakaman\\\": 582, \\\"mahakam\\\": 583, \\\"jalur\\\": 584, \\\"aswawarman\\\": 585, \\\"pertanian\\\": 586, \\\"pada\\\": 587, \\\"masa\\\": 588, \\\"filipina\\\": 589, \\\"keperwiraan\\\": 590, \\\"keagungan\\\": 591, \\\"keberanian\\\": 592, \\\"kekuasaan\\\": 593, \\\"tarumanegara\\\": 594, \\\"planet\\\": 595, \\\"katai\\\": 596, \\\"ganymede\\\": 597, \\\"bulan\\\": 598, \\\"jutaan\\\": 599, \\\"bongkahan\\\": 600, \\\"es\\\": 601, \\\"batu\\\": 602, \\\"orbit\\\": 603, \\\"parepare\\\": 604, \\\"pacitan\\\": 605, \\\"lampung\\\": 606, \\\"arifin\\\": 607, \\\"1976\\\": 608, \\\"intan\\\": 609, \\\"vivin\\\": 610, \\\"yuliana\\\": 611, \\\"1971\\\": 612, \\\"1981\\\": 613, \\\"tasikmalaya\\\": 614, \\\"ramadhan\\\": 615, \\\"wijaya\\\": 616, \\\"agus\\\": 617, \\\"ayuningtyas\\\": 618, \\\"saputri\\\": 619, \\\"1965\\\": 620, \\\"yana\\\": 621, \\\"joni\\\": 622, \\\"purnama\\\": 623, \\\"udin\\\": 624, \\\"kurniawan\\\": 625, \\\"purwokerto\\\": 626, \\\"utama\\\": 627, \\\"1941\\\": 628, \\\"1944\\\": 629, \\\"nugroho\\\": 630, \\\"1970\\\": 631, \\\"jayapura\\\": 632, \\\"prasetyo\\\": 633, \\\"joko\\\": 634, \\\"sumedang\\\": 635, \\\"kalinga\\\": 636, \\\"penguasa\\\": 637, \\\"lokal\\\": 638, \\\"tepi\\\": 639, \\\"pantai\\\": 640, \\\"pejuang\\\": 641, \\\"karangasem\\\": 642, \\\"klungkung\\\": 643, \\\"isma\\\\u2019il\\\": 644, \\\"zill\\\": 645, \\\"allah\\\": 646, \\\"fi\\\": 647, \\\"al\\\": 648, \\\"mudaffar\\\": 649, \\\"sumatra\\\": 650, \\\"marah\\\": 651, \\\"silu\\\": 652, \\\"pelabuhan\\\": 653, \\\"paramisora\\\": 654, \\\"mughayat\\\": 655, \\\"hasanuddin\\\": 656, \\\"sulawesi\\\": 657, \\\"maluku\\\": 658, \\\"pajang\\\": 659, \\\"1293\\\": 660, \\\"650\\\": 661, \\\"1267\\\": 662, \\\"samudra\\\": 663, \\\"pasai\\\": 664, \\\"1400\\\": 665, \\\"demak\\\": 666, \\\"1605\\\": 667, \\\"makasar\\\": 668, \\\"kutai\\\": 669, \\\"358\\\": 670, \\\"tarumanagara\\\": 671, \\\"580\\\": 672, \\\"kalingga\\\": 673, \\\"669\\\": 674, \\\"sunda\\\": 675, \\\"612\\\": 676, \\\"1042\\\": 677, \\\"1222\\\": 678, \\\"singhasari\\\": 679, \\\"1296\\\": 680, \\\"kartanegara\\\": 681, \\\"1482\\\": 682, \\\"pajajaran\\\": 683, \\\"1630\\\": 684, \\\"blambangan\\\": 685, \\\"915\\\": 686, \\\"warmadewa\\\": 687, \\\"1331\\\": 688, \\\"balitung\\\": 689, \\\"898\\\": 690, \\\"910\\\": 691, \\\"iskandar\\\": 692, \\\"muda\\\": 693, \\\"29\\\": 694, \\\"tahun\\\": 695, \\\"732\\\": 696, \\\"sanjaya\\\": 697, \\\"ken\\\": 698, \\\"arok\\\": 699, \\\"kertajaya\\\": 700, \\\"agung\\\": 701, \\\"mengusir\\\": 702, \\\"voc\\\": 703, \\\"hindu\\\": 704, \\\"balaputradewa\\\": 705, \\\"dinasti\\\": 706, \\\"chola\\\": 707, \\\"1475\\\": 708, \\\"airlangga\\\": 709, \\\"panjalu\\\": 710, \\\"perubahan\\\": 711, \\\"iklim\\\": 712, \\\"cuaca\\\": 713, \\\"ekosistem\\\": 714, \\\"kerucut\\\": 715, \\\"kubat\\\": 716, \\\"puncak\\\": 717, \\\"berbaris\\\": 718, \\\"600\\\": 719, \\\"sinilah\\\": 720, \\\"badan\\\": 721, \\\"penyelidik\\\": 722, \\\"usaha\\\": 723, \\\"panitia\\\": 724, \\\"dagang\\\": 725, \\\"sdi\\\": 726, \\\"si\\\": 727, \\\"indische\\\": 728, \\\"partij\\\": 729, \\\"muhammadiyah\\\": 730, \\\"nahdlatul\\\": 731, \\\"ulama\\\": 732, \\\"nu\\\": 733, \\\"persatuan\\\": 734, \\\"guru\\\": 735, \\\"republik\\\": 736, \\\"hipmi\\\": 737, \\\"komunis\\\": 738, \\\"pki\\\": 739, \\\"trikoro\\\": 740, \\\"darmo\\\": 741, \\\"hizbul\\\": 742, \\\"wathan\\\": 743, \\\"hw\\\": 744, \\\"puteri\\\": 745, \\\"mardika\\\": 746, \\\"nasional\\\": 747}\"}}", "q_type_tokenizer": "{\"class_name\": \"Tokenizer\", \"config\": {\"num_words\": null, \"filters\": \"!\\\"#$%&()*+,-./:;<=>?@[\\\\]^_`{|}~\\t\\n\", \"lower\": true, \"split\": \" \", \"char_level\": false, \"oov_token\": null, \"document_count\": 1425, \"word_counts\": \"{\\\"isian\\\": 1260, \\\"true\\\": 84, \\\"false\\\": 84, \\\"opsi\\\": 81}\", \"word_docs\": \"{\\\"isian\\\": 1260, \\\"true\\\": 84, \\\"false\\\": 84, \\\"opsi\\\": 81}\", \"index_docs\": \"{\\\"1\\\": 1260, \\\"2\\\": 84, \\\"3\\\": 84, \\\"4\\\": 81}\", \"index_word\": \"{\\\"1\\\": \\\"isian\\\", \\\"2\\\": \\\"true\\\", \\\"3\\\": \\\"false\\\", \\\"4\\\": \\\"opsi\\\"}\", \"word_index\": \"{\\\"isian\\\": 1, \\\"true\\\": 2, \\\"false\\\": 3, \\\"opsi\\\": 4}\"}}", "max_context_len": 31, "max_question_len": 12, "max_token_len": 31} \ No newline at end of file diff --git a/question_generation/qg_lstm.ipynb b/question_generation/qg_lstm.ipynb index 04e4353..e5e8f3e 100644 --- a/question_generation/qg_lstm.ipynb +++ b/question_generation/qg_lstm.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 53, "id": "fb283f23", "metadata": {}, "outputs": [ @@ -10,43 +10,56 @@ "name": "stdout", "output_type": "stream", "text": [ - "Total flattened samples: 596\n" + "[TypeError] RAW[260]: Expected dict, got with value: PER\n", + "[Unexpected Error] RAW[915]: 'list' object has no attribute 'lower'. TOKENS: ['Setelah', 'masuk', 'Islam', 'raja', 'berganti', 'nama', 'menjadi', 'Sultan', 'Isma’il', 'Syah', 'Zill', 'Allah', 'fi', 'al-Alam', 'dan', 'juga', 'ketiga', 'orang', 'putra', 'dan', 'putrinya', 'yaitu', 'Sultan', 'Mudaffar', 'Syah', 'Siti', 'Aisyah', 'dan', 'Sultan', 'Mansyur']\n", + "Total flattened samples: 1423\n" ] } ], "source": [ "import json\n", "from pathlib import Path\n", - "from itertools import chain\n", "\n", - "RAW = json.loads(\n", - " Path(\"../dataset/dev_dataset_qg.json\").read_text()\n", - ") # ← file contoh Anda\n", + "file_path = \"../dataset/dev_dataset_qg.json\"\n", + "\n", + "\n", + "raw_content = Path(file_path).read_text()\n", + "RAW = json.loads(raw_content)\n", "\n", "samples = []\n", - "for item in RAW:\n", - " for qp in item[\"quiz_posibility\"]:\n", - " samp = {\n", - " \"tokens\": [tok.lower() for tok in item[\"tokens\"]],\n", - " \"ner\": item[\"ner\"],\n", - " \"srl\": item[\"srl\"],\n", - " \"q_type\": qp[\"type\"], # isian / opsi / benar_salah\n", - " \"q_toks\": [tok.lower() for tok in qp[\"question\"]]\n", - " + [\"\"], # tambahkan \n", - " }\n", - " # Jawaban bisa multi token\n", - " if isinstance(qp[\"answer\"], list):\n", - " samp[\"a_toks\"] = [tok.lower() for tok in qp[\"answer\"]] + [\"\"]\n", - " else:\n", - " samp[\"a_toks\"] = [qp[\"answer\"].lower(), \"\"]\n", - " samples.append(samp)\n", + "for idx, item in enumerate(RAW):\n", + " try:\n", + " if not isinstance(item, dict):\n", + " print(\n", + " f\"[TypeError] RAW[{idx}]: Expected dict, got {type(item)} with value: {item}\"\n", + " )\n", + " continue\n", + "\n", + " for qp in item[\"qas\"]:\n", + " samp = {\n", + " \"tokens\": [tok.lower() for tok in item[\"tokens\"]],\n", + " \"ner\": item[\"ner\"],\n", + " \"srl\": item[\"srl\"],\n", + " \"q_type\": qp[\"type\"],\n", + " \"q_toks\": [tok.lower() for tok in qp[\"question\"]] + [\"\"],\n", + " }\n", + " if isinstance(qp[\"answer\"], list):\n", + " samp[\"a_toks\"] = [tok.lower() for tok in qp[\"answer\"]] + [\"\"]\n", + " else:\n", + " samp[\"a_toks\"] = [qp[\"answer\"].lower(), \"\"]\n", + " samples.append(samp)\n", + "\n", + " except KeyError as e:\n", + " print(f\"[KeyError] RAW[{idx}]: Missing key {e}. TOKENS: {item['tokens']}\")\n", + " except Exception as e:\n", + " print(f\"[Unexpected Error] RAW[{idx}]: {e}. TOKENS: {item['tokens']}\")\n", "\n", "print(\"Total flattened samples:\", len(samples))" ] }, { "cell_type": "code", - "execution_count": 102, + "execution_count": 42, "id": "fa4f979d", "metadata": {}, "outputs": [ @@ -54,11 +67,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "{'': 0, '': 1, '': 2, '': 3, 'indra': 4, 'rahmawati': 5, 'lahir': 6, 'di': 7, 'malang': 8, 'pada': 9, '27': 10, 'februari': 11, '1972': 12, '___': 13, 'dimana': 14, 'fitri': 15, 'pratama': 16, 'joko': 17, 'wijaya': 18, 'tangerang': 19, '26': 20, 'september': 21, '1970': 22, 'citra': 23, 'jakarta': 24, '17': 25, '1983': 26, 'saputra': 27, 'kota': 28, 'mana': 29, 'nina': 30, 'ridwan': 31, 'gilang': 32, 'purnama': 33, 'depok': 34, '21': 35, 'desember': 36, '1971': 37, 'budi': 38, 'eka': 39, 'laksmi': 40, 'surabaya': 41, '24': 42, 'oktober': 43, '1996': 44, 'sari': 45, '20': 46, 'mei': 47, '1986': 48, 'maulana': 49, 'hana': 50, 'makassar': 51, '16': 52, 'agustus': 53, '1993': 54, 'restu': 55, 'hasan': 56, 'lina': 57, 'siregar': 58, '22': 59, 'april': 60, '1987': 61, 'palembang': 62, '7': 63, 'januari': 64, '1997': 65, '4': 66, 'november': 67, '2009': 68, 'dina': 69, '1978': 70, 'nanda': 71, 'putra': 72, 'tanggal': 73, 'berapa': 74, 'kusuma': 75, '13': 76, '28': 77, '1984': 78, 'medan': 79, '3': 80, 'maret': 81, '1995': 82, '6': 83, '2000': 84, 'anggraini': 85, '10': 86, '2006': 87, 'semarang': 88, 'juni': 89, '1976': 90, 'mega': 91, 'dwiputra': 92, '1992': 93, 'yuni': 94, 'baskara': 95, 'utami': 96, 'diaz': 97, '14': 98, '2008': 99, 'vina': 100, 'lestari': 101, 'mariani': 102, 'islami': 103, '23': 104, 'juli': 105, 'permata': 106, '2007': 107, '1994': 108, '1': 109, '1981': 110, 'toni': 111, 'hakim': 112, 'hendra': 113, 'dwi': 114, 'santoso': 115, 'andi': 116, '25': 117, '1998': 118, '19': 119, 'bayu': 120, 'suryanto': 121, 'kartika': 122, '2010': 123, 'joni': 124, '1985': 125, 'qori': 126, '2003': 127, '1999': 128, 'bandung': 129, 'adi': 130, 'angga': 131, '18': 132, '2004': 133, 'putri': 134, 'laksono': 135, 'hani': 136, '12': 137, '15': 138, '11': 139, '1980': 140, '2002': 141, 'trisna': 142, '1973': 143, 'oki': 144, 'hidayat': 145, '1982': 146, 'suryadi': 147, 'galih': 148, '2': 149, '1977': 150, 'agus': 151, 'sudarto': 152, 'endah': 153, '1991': 154, 'yuliani': 155, 'seno': 156, 'nandito': 157, 'syah': 158, '5': 159, 'mira': 160, '9': 161, 'indah': 162, 'widodo': 163, '1974': 164, 'rio': 165, '1979': 166, '1988': 167, 'yana': 168, 'elisa': 169, 'irma': 170, 'irawan': 171, 'fajar': 172, '1990': 173, 'mustofa': 174, 'heri': 175, 'fina': 176, 'cahya': 177, 'ramadhan': 178, 'setiawan': 179, 'prasetyo': 180, 'ariani': 181, 'kurniawan': 182, 'farhan': 183, 'dwisaputra': 184, 'hardian': 185, '1975': 186, '8': 187, '2001': 188, 'iqbal': 189, 'kurnia': 190, 'cahyono': 191, '1989': 192, 'kiki': 193, 'suwandi': 194, 'gita': 195, '2005': 196, 'rahman': 197, 'danang': 198, 'maharani': 199, 'lisa': 200, 'firmansyah': 201, 'wulan': 202, 'zaki': 203, 'wicak': 204, 'sita': 205, 'ahmad': 206, 'wahyuni': 207, 'saputri': 208, 'tria': 209, 'fadhil': 210}\n" + "{'': 0, '': 1, '': 2, '': 3, 'dimana': 4, 'kartini': 5, 'lahir': 6, '___': 7, 'pada': 8, 'tanggal': 9, '21': 10, 'mei': 11, '1879': 12, 'kerajaan': 13, 'majapahit': 14, 'berdiri': 15, 'tahun': 16, '1300': 17, 'berapa': 18, 'kemerdekaan': 19, 'indonesia': 20, 'diproklamasikan': 21, 'siapa': 22, 'yang': 23, 'memproklamasikan': 24, 'lama': 25, 'bumi': 26, 'mengelilingi': 27, 'matahari': 28, 'presiden': 29, 'pertama': 30, 'planet': 31, 'apa': 32, 'paling': 33, 'dekat': 34, 'dengan': 35, 'venus': 36, 'memiliki': 37, 'suhu': 38, 'permukaan': 39, 'tinggi': 40, 'dikenal': 41, 'sebagai': 42, 'merah': 43, 'terbesar': 44, 'di': 45, 'tata': 46, 'surya': 47, 'terkenal': 48, 'cincin': 49, 'indah': 50, 'berwarna': 51, 'biru': 52, 'jauh': 53, 'dari': 54, 'apakah': 55, 'pluto': 56, 'masih': 57, 'dianggap': 58, 'soekarno': 59, 'membacakan': 60, 'teks': 61, 'proklamasi': 62, 'kapan': 63, 'sebutkan': 64, 'dibacakan': 65, 'andi': 66, 'melakukan': 67, 'pergi': 68, 'ke': 69, 'jakarta': 70, 'siti': 71, 'berangkat': 72, 'bandung': 73, 'budi': 74, 'pindah': 75, 'bali': 76, 'lina': 77, 'dan': 78, 'wati': 79, 'liburan': 80, 'medan': 81, 'agus': 82, 'wijaya': 83, 'melanjutkan': 84, 'surabaya': 85, 'nurul': 86, 'yogyakarta': 87, 'dedi': 88, 'makassar': 89, 'maya': 90, 'lestari': 91, 'roni': 92, 'tiara': 93, 'setiawan': 94, 'santoso': 95, 'saputra': 96, 'aktivitas': 97, 'dilakukan': 98, 'oleh': 99, 'maharani': 100, 'firmansyah': 101, 'gunung': 102, 'tertinggi': 103, 'dunia': 104, '?': 105, 'sungai': 106, 'terpanjang': 107, 'bangunan': 108, 'dibangun': 109, 'sekitar': 110, '2560': 111, 'sm': 112, 'benua': 113, 'keajaiban': 114, 'berada': 115, 'italia': 116, 'negara': 117, 'mana': 118, 'terletak': 119, 'colosseum': 120, 'nama': 121, 'letaknya': 122, 'taj': 123, 'mahal': 124, 'india': 125, 'petra': 126, 'ada': 127, 'yordania': 128, 'china': 129, 'meksiko': 130, 'chichen': 131, 'itza': 132, 'patung': 133, 'yesus': 134, 'penebus': 135, 'brasil': 136, 'peru': 137, 'inggris': 138, 'stonehenge': 139, 'menara': 140, 'pisa': 141, 'angkot': 142, 'wat': 143, 'kamodja': 144, 'ketinggian': 145, 'everest': 146, '9000': 147, 'meter': 148, 'merdeka': 149, 'merumuskan': 150, 'teori': 151, 'relativitas': 152, 'albert': 153, 'einstein': 154, '1910': 155, 'organ': 156, 'memompa': 157, 'darah': 158, 'seluruh': 159, 'tubuh': 160, 'fungsi': 161, 'jantung': 162, 'manusia': 163, 'ibukota': 164, 'jepang': 165, 'kota': 166, 'menjadi': 167, 'air': 168, 'mendidih': 169, '90': 170, 'derajat': 171, 'celsius': 172, 'penemu': 173, 'bola': 174, 'lampu': 175, 'thomas': 176, 'alva': 177, 'edison': 178, 'menemukan': 179, 'urutan': 180, 'adalah': 181, 'keempat': 182, 'pelukis': 183, 'mona': 184, 'lisa': 185, 'lukisan': 186, 'dibuat': 187, 'jarak': 188, 'dalam': 189, 'satu': 190, 'cahaya': 191, 'setara': 192, '10': 193, 'triliun': 194, 'kilometer': 195, 'pemimpin': 196, 'gerakan': 197, 'mahatma': 198, 'gandhi': 199, 'memimpin': 200, 'pakistan': 201, 'nasa': 202, 'didirikan': 203, 'bagian': 204, 'terluar': 205, 'mata': 206, 'retina': 207, 'napoleon': 208, 'bonaparte': 209, 'dikalahkan': 210, 'pertempuran': 211, 'waterloo': 212, 'terjadi': 213, 'komodo': 214, 'ditemukan': 215, 'dapat': 216, 'australia': 217, 'pemenang': 218, 'nobel': 219, 'bidang': 220, 'fisika': 221, 'kimia': 222, 'marie': 223, 'curie': 224, 'memenangkan': 225, 'machu': 226, 'picchu': 227, 'situs': 228, 'peradaban': 229, 'dihasilkan': 230, 'fotosintesis': 231, 'selain': 232, 'glukosa': 233, 'bahan': 234, 'saja': 235, 'dibutuhkan': 236, 'seniman': 237, 'memotong': 238, 'telinganya': 239, 'sendiri': 240, 'vincent': 241, 'van': 242, 'gogh': 243, '1890': 244, 'bagaimana': 245, 'bentuk': 246, 'molekul': 247, 'dna': 248, 'struktur': 249, 'berbentuk': 250, 'penisilin': 251, 'secara': 252, 'sengaja': 253, 'setelah': 254, 'penelitian': 255, 'bertahun-tahun': 256, 'buah': 257, 'mengandung': 258, 'banyak': 259, 'vitamin': 260, 'c': 261, 'terkandung': 262, 'jeruk': 263, 'mengembangkan': 264, 'sistem': 265, 'arus': 266, 'listrik': 267, 'bolak-balik': 268, 'panjang': 269, 'nil': 270, 'hewan': 271, 'pernah': 272, 'hidup': 273, 'gajah': 274, 'memproduksi': 275, 'insulin': 276, 'mengemukakan': 277, 'evolusi': 278, 'dikemukakan': 279, 'isaac': 280, 'newton': 281, 'membangun': 282, 'untuk': 283, 'asia': 284, 'luas': 285, '44.58': 286, 'juta': 287, 'km²': 288, 'afrika': 289, 'utara': 290, 'laut': 291, 'mediterania': 292, 'manakah': 293, 'terkecil': 294, 'kedua': 295, 'eropa': 296, 'lebih': 297, 'besar': 298, 'samudera': 299, 'berbatasan': 300, 'amerika': 301, 'timur': 302, 'hindia': 303, 'barat': 304, 'selatan': 305, 'terdiri': 306, 'hutan': 307, 'amazon': 308, 'belahan': 309, 'kutub': 310, 'antartika': 311, 'hampir': 312, 'seluruhnya': 313, 'tertutup': 314, 'es': 315, 'populasi': 316, '4.7': 317, 'miliar': 318, 'penduduk': 319, 'jumlah': 320, 'kilimanjaro': 321, '5,895': 322, 'gurun': 323, 'ketiga': 324, 'sahara': 325, 'merupakan': 326, 'peringkat': 327, '6,650': 328, 'km': 329, 'pegunungan': 330, 'alpen': 331, 'membentang': 332, '8': 333, 'danau': 334, 'superior': 335, 'tawar': 336, 'menghadiri': 337, 'turnamen': 338, 'catur': 339, 'ali': 340, '15': 341, 'juli': 342, '2023': 343, 'rapat': 344, 'organisasi': 345, 'nina': 346, '25': 347, 'desember': 348, 'farhan': 349, 'workshop': 350, 'fotografi': 351, 'pameran': 352, 'teknologi': 353, '5': 354, 'malang': 355, 'iqbal': 356, 'perlombaan': 357, 'renang': 358, 'padang': 359, 'konser': 360, 'musik': 361, 'agustus': 362, 'fajar': 363, 'dina': 364, '1': 365, 'januari': 366, '2024': 367, 'festival': 368, 'kuliner': 369, 'rian': 370, 'bazar': 371, 'amal': 372, 'tari': 373, 'seminar': 374, 'pendidikan': 375, 'kompetisi': 376, 'robotik': 377, 'rudi': 378, 'semarang': 379, 'putri': 380, 'hana': 381, 'raka': 382, 'dewi': 383, 'pahlawan': 384, 'jawa': 385, 'pelajar': 386, 'kaya': 387, 'akan': 388, 'budaya': 389, 'pusat': 390, 'pemerintahan': 391, 'kembang': 392, 'fashion': 393, 'sejuk': 394, 'destinasi': 395, 'wisata': 396, 'alam': 397, 'pulau': 398, 'dewata': 399, 'masakan': 400, 'rendang': 401, 'mendunia': 402, 'pelabuhan': 403, 'utama': 404, 'sumatra': 405, 'khas': 406, 'kemerdekaannya': 407, 'sumpah': 408, 'pemuda': 409, 'diikrarkan': 410, 'isi': 411, 'proses': 412, 'berlangsung': 413, 'diubah': 414, 'pembelahan': 415, 'mitosis': 416, 'sel': 417, 'menghasilkan': 418, 'gamet': 419, 'benda': 420, 'ditarik': 421, 'magnet': 422, 'dilaksanakan': 423, 'ginjal': 424, 'paru-paru': 425, 'ekskresi': 426, 'hati': 427, 'itu': 428, 'ramah': 429, 'lingkungan': 430, 'dampak': 431, 'negatif': 432, 'penerapan': 433, 'bioteknologi': 434, 'pembentukan': 435, 'urine': 436, 'peredaran': 437, 'berperan': 438, 'penting': 439, 'masa': 440, 'reformasi': 441, 'dimulai': 442, 'peristiwa': 443, 'politik': 444, 'pencernaan': 445, 'penyerapan': 446, 'zat': 447, 'makanan': 448, 'pernapasan': 449, 'contoh': 450, 'alat': 451, 'optik': 452, 'kehidupan': 453, 'sehari-hari': 454, 'kacamata': 455, 'pembuluh': 456, 'xilem': 457, 'tumbuhan': 458, 'floem': 459, 'pemanfaatan': 460, 'getaran': 461, 'gelombang': 462, 'hasil': 463, 'gangguan': 464, 'penyebab': 465, 'penyakit': 466, 'asma': 467, 'mohammad': 468, 'hatta': 469, 'bung': 470, 'tomo': 471, 'i': 472, 'gusti': 473, 'ngurah': 474, 'rai': 475, 'gugur': 476, 'cut': 477, 'nyak': 478, 'dien': 479, 'wafat': 480, 'teuku': 481, 'umar': 482, 'wahidin': 483, 'sudirohusodo': 484, 'sultan': 485, 'mahmud': 486, 'badaruddin': 487, 'ii': 488, 'kh': 489, 'ahmad': 490, 'dahlan': 491, 'hasyim': 492, \"asy'ari\": 493, 'ageng': 494, 'tirtayasa': 495, 'hasanuddin': 496, 'pattimura': 497, 'pangeran': 498, 'diponegoro': 499, 'sentot': 500, 'alibasya': 501, 'prawirodirjo': 502, 'cipto': 503, 'mangunkusumo': 504, 'ernest': 505, 'douwes': 506, 'dekker': 507, 'dr.': 508, 'mas': 509, 'mansur': 510, 'sutan': 511, 'sjahrir': 512, 'abdul': 513, 'muis': 514, 'otto': 515, 'iskandardinata': 516, 'abikusno': 517, 'tjokrosujoso': 518, 'wahid': 519, 'bpupki': 520, 'ketua': 521, 'ppki': 522, 'pendiri': 523, 'nahdlatul': 524, 'ulama': 525, 'jong': 526, 'islamieten': 527, 'bond': 528, 'muhammadiyah': 529, 'muda': 530, 'perhimpunan': 531, 'partai': 532, 'nasional': 533, 'voc': 534, 'dibubarkan': 535, 'utomo': 536, 'tokoh': 537, 'sarekat': 538, 'islam': 539, 'komunis': 540, 'fonds': 541, 'mardika': 542, 'kutai': 543, 'peranan': 544, 'mahakam': 545, 'bagi': 546, 'perekonomian': 547, 'sumber': 548, 'sejarah': 549, 'raja': 550, 'memerintah': 551, 'saat': 552, 'yupa': 553, 'dikeluarkan': 554, 'ditulis': 555, 'huruf': 556, 'bahasa': 557, 'prasasti': 558, 'diperkirakan': 559, 'kakek': 560, 'mulawarman': 561, 'dinasti': 562, 'lembu': 563, 'dikorbankan': 564, 'zaman': 565, 'keemasan': 566, 'melalui': 567, 'ekonomi': 568, 'berkembang': 569, 'pesat': 570, 'jalur': 571, 'perdagangan': 572, 'internasional': 573, 'hingga': 574, 'memberi': 575, 'sedekah': 576, 'sapi': 577, 'diberikan': 578, 'kepada': 579, 'mengalami': 580, 'digunakan': 581, 'tarumanegara': 582, 'abad': 583, 'memerintahkan': 584, 'penggalian': 585, 'candrabaga': 586, 'ekor': 587, 'dipersembahkan': 588, 'ditonjolkan': 589, 'cidanghiang': 590, 'dilambangkan': 591, 'gambar': 592, 'telapak': 593, 'kaki': 594, 'kebon': 595, 'kopi': 596, 'saturnus': 597, 'mars': 598, 'bintang': 599, 'dihuni': 600, 'makhluk': 601, 'sekarang': 602, 'dikategorikan': 603, 'satelit': 604, 'dimiliki': 605, 'jupiter': 606, 'bernama': 607, 'alami': 608, 'berputar': 609, 'miring': 610, 'terhadap': 611, 'porosnya': 612, 'disebut': 613, 'panas': 614, 'tersusun': 615, 'dilalui': 616, 'tidak': 617, 'siang': 618, 'malam': 619, 'karena': 620, 'habibie': 621, 'megawati': 622, 'yudhoyono': 623, 'widodo': 624, 'sri': 625, 'mulyani': 626, 'shihab': 627, 'agnez': 628, 'mo': 629, 'zain': 630, 'dian': 631, 'denpasar': 632, 'vina': 633, 'sari': 634, 'mita': 635, 'aditya': 636, 'kediri': 637, 'rahmat': 638, 'eka': 639, 'hendra': 640, 'zulfa': 641, 'nadya': 642, 'luthfi': 643, 'mario': 644, 'citra': 645, 'udin': 646, 'ambon': 647, 'cilegon': 648, 'joni': 649, 'jayapura': 650, 'xenia': 651, 'gina': 652, 'probolinggo': 653, 'candra': 654, 'faisal': 655, 'intan': 656, 'tegal': 657, 'joko': 658, 'palembang': 659, 'vivin': 660, 'wawan': 661, 'jember': 662, 'hari': 663, 'bayu': 664, 'qori': 665, 'solo': 666, 'depok': 667, 'kiki': 668, 'ernita': 669, 'laila': 670, 'teguh': 671, 'banjarmasin': 672, 'samarinda': 673, 'pontianak': 674, 'galuh': 675, 'pratiwi': 676, 'gianyar': 677, 'khansa': 678, 'oki': 679, 'yosef': 680, 'umi': 681, 'blitar': 682, 'manado': 683, 'rani': 684, 'kupang': 685, 'tasikmalaya': 686, 'yana': 687, 'salatiga': 688, 'pekanbaru': 689, 'magelang': 690, 'tania': 691, 'ilham': 692, 'sidoarjo': 693, 'purwokerto': 694, 'sukabumi': 695, 'opik': 696, 'cirebon': 697, 'bekasi': 698, 'mataram': 699, 'wahyu': 700, 'serang': 701}\n" ] } ], "source": [ + "from itertools import chain\n", + "\n", + "\n", "def build_vocab(seq_iter, reserved=[\"\", \"\", \"\", \"\"]):\n", " vocab = {tok: idx for idx, tok in enumerate(reserved)}\n", " for tok in chain.from_iterable(seq_iter):\n", @@ -80,7 +96,7 @@ }, { "cell_type": "code", - "execution_count": 103, + "execution_count": 43, "id": "d1a5b324", "metadata": {}, "outputs": [], @@ -134,18 +150,18 @@ }, { "cell_type": "code", - "execution_count": 104, + "execution_count": 44, "id": "ff5bd85f", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "
Model: \"functional_12\"\n",
+       "
Model: \"functional_4\"\n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[1mModel: \"functional_12\"\u001b[0m\n"
+       "\u001b[1mModel: \"functional_4\"\u001b[0m\n"
       ]
      },
      "metadata": {},
@@ -157,60 +173,60 @@
        "
┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n",
        "┃ Layer (type)        ┃ Output Shape      ┃    Param # ┃ Connected to      ┃\n",
        "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n",
-       "│ tok_in (InputLayer) │ (None, 9)         │          0 │ -                 │\n",
+       "│ tok_in (InputLayer) │ (None, 34)        │          0 │ -                 │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ ner_in (InputLayer) │ (None, 9)         │          0 │ -                 │\n",
+       "│ ner_in (InputLayer) │ (None, 34)        │          0 │ -                 │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ srl_in (InputLayer) │ (None, 9)         │          0 │ -                 │\n",
+       "│ srl_in (InputLayer) │ (None, 34)        │          0 │ -                 │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ embedding_tok       │ (None, 9, 32)     │      7,808 │ tok_in[0][0]      │\n",
+       "│ embedding_tok       │ (None, 34, 32)    │     36,096 │ tok_in[0][0]      │\n",
        "│ (Embedding)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ embedding_ner       │ (None, 9, 16)     │        144 │ ner_in[0][0]      │\n",
+       "│ embedding_ner       │ (None, 34, 16)    │        448 │ ner_in[0][0]      │\n",
        "│ (Embedding)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ embedding_srl       │ (None, 9, 16)     │        112 │ srl_in[0][0]      │\n",
+       "│ embedding_srl       │ (None, 34, 16)    │        352 │ srl_in[0][0]      │\n",
        "│ (Embedding)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ dec_q_in            │ (None, 11)        │          0 │ -                 │\n",
+       "│ dec_q_in            │ (None, 13)        │          0 │ -                 │\n",
        "│ (InputLayer)        │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ concatenate_14      │ (None, 9, 64)     │          0 │ embedding_tok[0]… │\n",
+       "│ concatenate_4       │ (None, 34, 64)    │          0 │ embedding_tok[0]… │\n",
        "│ (Concatenate)       │                   │            │ embedding_ner[0]… │\n",
        "│                     │                   │            │ embedding_srl[0]… │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ dec_a_in            │ (None, 4)         │          0 │ -                 │\n",
+       "│ dec_a_in            │ (None, 12)        │          0 │ -                 │\n",
        "│ (InputLayer)        │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ embedding_q_decoder │ (None, 11, 32)    │      6,752 │ dec_q_in[0][0]    │\n",
+       "│ embedding_q_decoder │ (None, 13, 32)    │     22,464 │ dec_q_in[0][0]    │\n",
        "│ (Embedding)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ encoder_lstm (LSTM) │ [(None, 64),      │     33,024 │ concatenate_14[0… │\n",
+       "│ encoder_lstm (LSTM) │ [(None, 64),      │     33,024 │ concatenate_4[0]… │\n",
        "│                     │ (None, 64),       │            │                   │\n",
        "│                     │ (None, 64)]       │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ embedding_a_decoder │ (None, 4, 32)     │      3,584 │ dec_a_in[0][0]    │\n",
+       "│ embedding_a_decoder │ (None, 12, 32)    │     19,200 │ dec_a_in[0][0]    │\n",
        "│ (Embedding)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ lstm_q_decoder      │ [(None, 11, 64),  │     24,832 │ embedding_q_deco… │\n",
+       "│ lstm_q_decoder      │ [(None, 13, 64),  │     24,832 │ embedding_q_deco… │\n",
        "│ (LSTM)              │ (None, 64),       │            │ encoder_lstm[0][… │\n",
        "│                     │ (None, 64)]       │            │ encoder_lstm[0][… │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ not_equal_51        │ (None, 11)        │          0 │ dec_q_in[0][0]    │\n",
+       "│ not_equal_16        │ (None, 13)        │          0 │ dec_q_in[0][0]    │\n",
        "│ (NotEqual)          │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ lstm_a_decoder      │ [(None, 4, 64),   │     24,832 │ embedding_a_deco… │\n",
+       "│ lstm_a_decoder      │ [(None, 12, 64),  │     24,832 │ embedding_a_deco… │\n",
        "│ (LSTM)              │ (None, 64),       │            │ encoder_lstm[0][… │\n",
        "│                     │ (None, 64)]       │            │ encoder_lstm[0][… │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ not_equal_52        │ (None, 4)         │          0 │ dec_a_in[0][0]    │\n",
+       "│ not_equal_17        │ (None, 12)        │          0 │ dec_a_in[0][0]    │\n",
        "│ (NotEqual)          │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ q_output            │ (None, 11, 211)   │     13,715 │ lstm_q_decoder[0… │\n",
-       "│ (TimeDistributed)   │                   │            │ not_equal_51[0][… │\n",
+       "│ q_output            │ (None, 13, 702)   │     45,630 │ lstm_q_decoder[0… │\n",
+       "│ (TimeDistributed)   │                   │            │ not_equal_16[0][… │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ a_output            │ (None, 4, 112)    │      7,280 │ lstm_a_decoder[0… │\n",
-       "│ (TimeDistributed)   │                   │            │ not_equal_52[0][… │\n",
+       "│ a_output            │ (None, 12, 600)   │     39,000 │ lstm_a_decoder[0… │\n",
+       "│ (TimeDistributed)   │                   │            │ not_equal_17[0][… │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
        "│ type_output (Dense) │ (None, 3)         │        195 │ encoder_lstm[0][… │\n",
        "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n",
@@ -220,60 +236,60 @@
        "┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n",
        "┃\u001b[1m \u001b[0m\u001b[1mLayer (type)       \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mOutput Shape     \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m   Param #\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mConnected to     \u001b[0m\u001b[1m \u001b[0m┃\n",
        "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n",
-       "│ tok_in (\u001b[38;5;33mInputLayer\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m9\u001b[0m)         │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ tok_in (\u001b[38;5;33mInputLayer\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ ner_in (\u001b[38;5;33mInputLayer\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m9\u001b[0m)         │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ ner_in (\u001b[38;5;33mInputLayer\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ srl_in (\u001b[38;5;33mInputLayer\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m9\u001b[0m)         │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ srl_in (\u001b[38;5;33mInputLayer\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ embedding_tok       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m9\u001b[0m, \u001b[38;5;34m32\u001b[0m)     │      \u001b[38;5;34m7,808\u001b[0m │ tok_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n",
+       "│ embedding_tok       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m32\u001b[0m)    │     \u001b[38;5;34m36,096\u001b[0m │ tok_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n",
        "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ embedding_ner       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m9\u001b[0m, \u001b[38;5;34m16\u001b[0m)     │        \u001b[38;5;34m144\u001b[0m │ ner_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n",
+       "│ embedding_ner       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m16\u001b[0m)    │        \u001b[38;5;34m448\u001b[0m │ ner_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n",
        "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ embedding_srl       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m9\u001b[0m, \u001b[38;5;34m16\u001b[0m)     │        \u001b[38;5;34m112\u001b[0m │ srl_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n",
+       "│ embedding_srl       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m16\u001b[0m)    │        \u001b[38;5;34m352\u001b[0m │ srl_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n",
        "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ dec_q_in            │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ dec_q_in            │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m13\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
        "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ concatenate_14      │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m9\u001b[0m, \u001b[38;5;34m64\u001b[0m)     │          \u001b[38;5;34m0\u001b[0m │ embedding_tok[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "│ concatenate_4       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m64\u001b[0m)    │          \u001b[38;5;34m0\u001b[0m │ embedding_tok[\u001b[38;5;34m0\u001b[0m]… │\n",
        "│ (\u001b[38;5;33mConcatenate\u001b[0m)       │                   │            │ embedding_ner[\u001b[38;5;34m0\u001b[0m]… │\n",
        "│                     │                   │            │ embedding_srl[\u001b[38;5;34m0\u001b[0m]… │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ dec_a_in            │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m4\u001b[0m)         │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ dec_a_in            │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
        "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ embedding_q_decoder │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m, \u001b[38;5;34m32\u001b[0m)    │      \u001b[38;5;34m6,752\u001b[0m │ dec_q_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n",
+       "│ embedding_q_decoder │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m13\u001b[0m, \u001b[38;5;34m32\u001b[0m)    │     \u001b[38;5;34m22,464\u001b[0m │ dec_q_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n",
        "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ encoder_lstm (\u001b[38;5;33mLSTM\u001b[0m) │ [(\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m),      │     \u001b[38;5;34m33,024\u001b[0m │ concatenate_14[\u001b[38;5;34m0\u001b[0m… │\n",
+       "│ encoder_lstm (\u001b[38;5;33mLSTM\u001b[0m) │ [(\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m),      │     \u001b[38;5;34m33,024\u001b[0m │ concatenate_4[\u001b[38;5;34m0\u001b[0m]… │\n",
        "│                     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m),       │            │                   │\n",
        "│                     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m)]       │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ embedding_a_decoder │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m4\u001b[0m, \u001b[38;5;34m32\u001b[0m)     │      \u001b[38;5;34m3,584\u001b[0m │ dec_a_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n",
+       "│ embedding_a_decoder │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m32\u001b[0m)    │     \u001b[38;5;34m19,200\u001b[0m │ dec_a_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n",
        "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ lstm_q_decoder      │ [(\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m, \u001b[38;5;34m64\u001b[0m),  │     \u001b[38;5;34m24,832\u001b[0m │ embedding_q_deco… │\n",
+       "│ lstm_q_decoder      │ [(\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m13\u001b[0m, \u001b[38;5;34m64\u001b[0m),  │     \u001b[38;5;34m24,832\u001b[0m │ embedding_q_deco… │\n",
        "│ (\u001b[38;5;33mLSTM\u001b[0m)              │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m),       │            │ encoder_lstm[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
        "│                     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m)]       │            │ encoder_lstm[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ not_equal_51        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ dec_q_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n",
+       "│ not_equal_16        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m13\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ dec_q_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n",
        "│ (\u001b[38;5;33mNotEqual\u001b[0m)          │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ lstm_a_decoder      │ [(\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m4\u001b[0m, \u001b[38;5;34m64\u001b[0m),   │     \u001b[38;5;34m24,832\u001b[0m │ embedding_a_deco… │\n",
+       "│ lstm_a_decoder      │ [(\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m64\u001b[0m),  │     \u001b[38;5;34m24,832\u001b[0m │ embedding_a_deco… │\n",
        "│ (\u001b[38;5;33mLSTM\u001b[0m)              │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m),       │            │ encoder_lstm[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
        "│                     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m)]       │            │ encoder_lstm[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ not_equal_52        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m4\u001b[0m)         │          \u001b[38;5;34m0\u001b[0m │ dec_a_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n",
+       "│ not_equal_17        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ dec_a_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n",
        "│ (\u001b[38;5;33mNotEqual\u001b[0m)          │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ q_output            │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m, \u001b[38;5;34m211\u001b[0m)   │     \u001b[38;5;34m13,715\u001b[0m │ lstm_q_decoder[\u001b[38;5;34m0\u001b[0m… │\n",
-       "│ (\u001b[38;5;33mTimeDistributed\u001b[0m)   │                   │            │ not_equal_51[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
+       "│ q_output            │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m13\u001b[0m, \u001b[38;5;34m702\u001b[0m)   │     \u001b[38;5;34m45,630\u001b[0m │ lstm_q_decoder[\u001b[38;5;34m0\u001b[0m… │\n",
+       "│ (\u001b[38;5;33mTimeDistributed\u001b[0m)   │                   │            │ not_equal_16[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ a_output            │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m4\u001b[0m, \u001b[38;5;34m112\u001b[0m)    │      \u001b[38;5;34m7,280\u001b[0m │ lstm_a_decoder[\u001b[38;5;34m0\u001b[0m… │\n",
-       "│ (\u001b[38;5;33mTimeDistributed\u001b[0m)   │                   │            │ not_equal_52[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
+       "│ a_output            │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m600\u001b[0m)   │     \u001b[38;5;34m39,000\u001b[0m │ lstm_a_decoder[\u001b[38;5;34m0\u001b[0m… │\n",
+       "│ (\u001b[38;5;33mTimeDistributed\u001b[0m)   │                   │            │ not_equal_17[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
        "│ type_output (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m3\u001b[0m)         │        \u001b[38;5;34m195\u001b[0m │ encoder_lstm[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
        "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n"
@@ -285,11 +301,11 @@
     {
      "data": {
       "text/html": [
-       "
 Total params: 122,278 (477.65 KB)\n",
+       "
 Total params: 246,073 (961.22 KB)\n",
        "
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       ],
       "text/plain": [
-       "\u001b[1m Total params: \u001b[0m\u001b[38;5;34m122,278\u001b[0m (477.65 KB)\n"
+       "\u001b[1m Total params: \u001b[0m\u001b[38;5;34m246,073\u001b[0m (961.22 KB)\n"
       ]
      },
      "metadata": {},
@@ -298,11 +314,11 @@
     {
      "data": {
       "text/html": [
-       "
 Trainable params: 122,278 (477.65 KB)\n",
+       "
 Trainable params: 246,073 (961.22 KB)\n",
        "
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       ],
       "text/plain": [
-       "\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m122,278\u001b[0m (477.65 KB)\n"
+       "\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m246,073\u001b[0m (961.22 KB)\n"
       ]
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      "metadata": {},
@@ -399,7 +415,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 105,
+   "execution_count": 45,
    "id": "fece1ae9",
    "metadata": {},
    "outputs": [
@@ -408,65 +424,65 @@
      "output_type": "stream",
      "text": [
       "Epoch 1/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 69ms/step - a_output_loss: 4.6957 - a_output_sparse_categorical_accuracy: 0.1413 - loss: 10.3613 - q_output_loss: 5.3441 - q_output_sparse_categorical_accuracy: 0.0670 - type_output_accuracy: 0.4939 - type_output_loss: 1.0668 - val_a_output_loss: 4.5668 - val_a_output_sparse_categorical_accuracy: 0.2500 - val_loss: 10.1527 - val_q_output_loss: 5.3034 - val_q_output_sparse_categorical_accuracy: 0.1182 - val_type_output_accuracy: 0.7000 - val_type_output_loss: 0.9419\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 46ms/step - a_output_loss: 6.2977 - a_output_sparse_categorical_accuracy: 0.0491 - loss: 13.0486 - q_output_loss: 6.5023 - q_output_sparse_categorical_accuracy: 0.0484 - type_output_accuracy: 0.6917 - type_output_loss: 0.8213 - val_a_output_loss: 5.7298 - val_a_output_sparse_categorical_accuracy: 0.0833 - val_loss: 11.6245 - val_q_output_loss: 5.8765 - val_q_output_sparse_categorical_accuracy: 0.0949 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0610\n",
       "Epoch 2/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 4.4732 - a_output_sparse_categorical_accuracy: 0.2500 - loss: 10.0049 - q_output_loss: 5.2579 - q_output_sparse_categorical_accuracy: 0.1001 - type_output_accuracy: 0.5591 - type_output_loss: 0.8840 - val_a_output_loss: 3.6835 - val_a_output_sparse_categorical_accuracy: 0.2500 - val_loss: 8.8571 - val_q_output_loss: 4.9562 - val_q_output_sparse_categorical_accuracy: 0.1000 - val_type_output_accuracy: 0.3833 - val_type_output_loss: 0.7245\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 20ms/step - a_output_loss: 5.4265 - a_output_sparse_categorical_accuracy: 0.0833 - loss: 11.3418 - q_output_loss: 5.7511 - q_output_sparse_categorical_accuracy: 0.0848 - type_output_accuracy: 0.8554 - type_output_loss: 0.5355 - val_a_output_loss: 4.9895 - val_a_output_sparse_categorical_accuracy: 0.0833 - val_loss: 9.5240 - val_q_output_loss: 4.4785 - val_q_output_sparse_categorical_accuracy: 0.0949 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1890\n",
       "Epoch 3/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 3.4959 - a_output_sparse_categorical_accuracy: 0.2500 - loss: 8.4809 - q_output_loss: 4.7656 - q_output_sparse_categorical_accuracy: 0.1299 - type_output_accuracy: 0.5308 - type_output_loss: 0.7076 - val_a_output_loss: 2.4516 - val_a_output_sparse_categorical_accuracy: 0.2500 - val_loss: 6.9437 - val_q_output_loss: 4.2829 - val_q_output_sparse_categorical_accuracy: 0.1758 - val_type_output_accuracy: 0.3833 - val_type_output_loss: 0.6973\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 22ms/step - a_output_loss: 4.5486 - a_output_sparse_categorical_accuracy: 0.0833 - loss: 9.3727 - q_output_loss: 4.6587 - q_output_sparse_categorical_accuracy: 0.0860 - type_output_accuracy: 0.8450 - type_output_loss: 0.5396 - val_a_output_loss: 4.6774 - val_a_output_sparse_categorical_accuracy: 0.0833 - val_loss: 8.0876 - val_q_output_loss: 3.3677 - val_q_output_sparse_categorical_accuracy: 0.1526 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1459\n",
       "Epoch 4/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 2.6025 - a_output_sparse_categorical_accuracy: 0.2620 - loss: 6.9572 - q_output_loss: 4.1438 - q_output_sparse_categorical_accuracy: 0.1763 - type_output_accuracy: 0.5010 - type_output_loss: 0.6949 - val_a_output_loss: 1.9285 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 5.9705 - val_q_output_loss: 3.8322 - val_q_output_sparse_categorical_accuracy: 0.1682 - val_type_output_accuracy: 0.3833 - val_type_output_loss: 0.6996\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 24ms/step - a_output_loss: 4.2761 - a_output_sparse_categorical_accuracy: 0.0833 - loss: 8.5210 - q_output_loss: 4.0894 - q_output_sparse_categorical_accuracy: 0.1156 - type_output_accuracy: 0.8572 - type_output_loss: 0.5103 - val_a_output_loss: 4.6189 - val_a_output_sparse_categorical_accuracy: 0.0833 - val_loss: 7.7501 - val_q_output_loss: 3.0787 - val_q_output_sparse_categorical_accuracy: 0.1942 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1810\n",
       "Epoch 5/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 2.3723 - a_output_sparse_categorical_accuracy: 0.3693 - loss: 6.3040 - q_output_loss: 3.7185 - q_output_sparse_categorical_accuracy: 0.1705 - type_output_accuracy: 0.5228 - type_output_loss: 0.6954 - val_a_output_loss: 1.7395 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 5.5526 - val_q_output_loss: 3.6050 - val_q_output_sparse_categorical_accuracy: 0.1818 - val_type_output_accuracy: 0.4333 - val_type_output_loss: 0.6936\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 22ms/step - a_output_loss: 4.2011 - a_output_sparse_categorical_accuracy: 0.0833 - loss: 8.4394 - q_output_loss: 4.0754 - q_output_sparse_categorical_accuracy: 0.1411 - type_output_accuracy: 0.8433 - type_output_loss: 0.5441 - val_a_output_loss: 4.5352 - val_a_output_sparse_categorical_accuracy: 0.0833 - val_loss: 7.5588 - val_q_output_loss: 2.9835 - val_q_output_sparse_categorical_accuracy: 0.2128 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1384\n",
       "Epoch 6/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 2.2466 - a_output_sparse_categorical_accuracy: 0.3660 - loss: 5.9522 - q_output_loss: 3.4987 - q_output_sparse_categorical_accuracy: 0.1843 - type_output_accuracy: 0.5311 - type_output_loss: 0.6928 - val_a_output_loss: 1.6680 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 5.3542 - val_q_output_loss: 3.4792 - val_q_output_sparse_categorical_accuracy: 0.2591 - val_type_output_accuracy: 0.6167 - val_type_output_loss: 0.6898\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 20ms/step - a_output_loss: 4.1145 - a_output_sparse_categorical_accuracy: 0.0833 - loss: 8.2565 - q_output_loss: 3.9795 - q_output_sparse_categorical_accuracy: 0.1437 - type_output_accuracy: 0.8453 - type_output_loss: 0.5410 - val_a_output_loss: 4.4676 - val_a_output_sparse_categorical_accuracy: 0.0833 - val_loss: 7.4411 - val_q_output_loss: 2.9275 - val_q_output_sparse_categorical_accuracy: 0.2122 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1587\n",
       "Epoch 7/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 2.1706 - a_output_sparse_categorical_accuracy: 0.3748 - loss: 5.7833 - q_output_loss: 3.3972 - q_output_sparse_categorical_accuracy: 0.2581 - type_output_accuracy: 0.4983 - type_output_loss: 0.6943 - val_a_output_loss: 1.6312 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 5.2140 - val_q_output_loss: 3.3728 - val_q_output_sparse_categorical_accuracy: 0.2591 - val_type_output_accuracy: 0.3833 - val_type_output_loss: 0.7001\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 26ms/step - a_output_loss: 3.9719 - a_output_sparse_categorical_accuracy: 0.0833 - loss: 7.9923 - q_output_loss: 3.8560 - q_output_sparse_categorical_accuracy: 0.1567 - type_output_accuracy: 0.8416 - type_output_loss: 0.5470 - val_a_output_loss: 4.4240 - val_a_output_sparse_categorical_accuracy: 0.0833 - val_loss: 7.2738 - val_q_output_loss: 2.8047 - val_q_output_sparse_categorical_accuracy: 0.2444 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1557\n",
       "Epoch 8/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 2.0769 - a_output_sparse_categorical_accuracy: 0.3709 - loss: 5.5707 - q_output_loss: 3.2835 - q_output_sparse_categorical_accuracy: 0.2579 - type_output_accuracy: 0.5165 - type_output_loss: 0.6925 - val_a_output_loss: 1.5953 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 5.0738 - val_q_output_loss: 3.2679 - val_q_output_sparse_categorical_accuracy: 0.2591 - val_type_output_accuracy: 0.3833 - val_type_output_loss: 0.7022\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 24ms/step - a_output_loss: 3.8570 - a_output_sparse_categorical_accuracy: 0.0835 - loss: 7.7904 - q_output_loss: 3.7669 - q_output_sparse_categorical_accuracy: 0.1771 - type_output_accuracy: 0.8376 - type_output_loss: 0.5608 - val_a_output_loss: 4.3630 - val_a_output_sparse_categorical_accuracy: 0.0833 - val_loss: 7.0905 - val_q_output_loss: 2.6867 - val_q_output_sparse_categorical_accuracy: 0.2481 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1411\n",
       "Epoch 9/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 2.0811 - a_output_sparse_categorical_accuracy: 0.3700 - loss: 5.4626 - q_output_loss: 3.1783 - q_output_sparse_categorical_accuracy: 0.2586 - type_output_accuracy: 0.5294 - type_output_loss: 0.6897 - val_a_output_loss: 1.5771 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 4.9584 - val_q_output_loss: 3.1740 - val_q_output_sparse_categorical_accuracy: 0.2591 - val_type_output_accuracy: 0.5667 - val_type_output_loss: 0.6911\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 24ms/step - a_output_loss: 3.8458 - a_output_sparse_categorical_accuracy: 0.0895 - loss: 7.6486 - q_output_loss: 3.6402 - q_output_sparse_categorical_accuracy: 0.1849 - type_output_accuracy: 0.8434 - type_output_loss: 0.5451 - val_a_output_loss: 4.3015 - val_a_output_sparse_categorical_accuracy: 0.0833 - val_loss: 6.9016 - val_q_output_loss: 2.5552 - val_q_output_sparse_categorical_accuracy: 0.2475 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1544\n",
       "Epoch 10/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 2.1436 - a_output_sparse_categorical_accuracy: 0.3635 - loss: 5.4602 - q_output_loss: 3.0972 - q_output_sparse_categorical_accuracy: 0.2603 - type_output_accuracy: 0.5954 - type_output_loss: 0.6906 - val_a_output_loss: 1.5554 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 4.8437 - val_q_output_loss: 3.0796 - val_q_output_sparse_categorical_accuracy: 0.2742 - val_type_output_accuracy: 0.4333 - val_type_output_loss: 0.6955\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 19ms/step - a_output_loss: 3.7376 - a_output_sparse_categorical_accuracy: 0.0886 - loss: 7.4231 - q_output_loss: 3.5317 - q_output_sparse_categorical_accuracy: 0.1886 - type_output_accuracy: 0.8567 - type_output_loss: 0.5139 - val_a_output_loss: 4.2232 - val_a_output_sparse_categorical_accuracy: 0.0833 - val_loss: 6.7062 - val_q_output_loss: 2.4321 - val_q_output_sparse_categorical_accuracy: 0.2481 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1747\n",
       "Epoch 11/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 2.0414 - a_output_sparse_categorical_accuracy: 0.3698 - loss: 5.2346 - q_output_loss: 2.9916 - q_output_sparse_categorical_accuracy: 0.2940 - type_output_accuracy: 0.5497 - type_output_loss: 0.6878 - val_a_output_loss: 1.5271 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 4.7076 - val_q_output_loss: 2.9767 - val_q_output_sparse_categorical_accuracy: 0.3788 - val_type_output_accuracy: 0.6167 - val_type_output_loss: 0.6791\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 18ms/step - a_output_loss: 3.6927 - a_output_sparse_categorical_accuracy: 0.0887 - loss: 7.3313 - q_output_loss: 3.4814 - q_output_sparse_categorical_accuracy: 0.1886 - type_output_accuracy: 0.8507 - type_output_loss: 0.5278 - val_a_output_loss: 4.1498 - val_a_output_sparse_categorical_accuracy: 0.0833 - val_loss: 6.5367 - val_q_output_loss: 2.3453 - val_q_output_sparse_categorical_accuracy: 0.2481 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1433\n",
       "Epoch 12/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.9689 - a_output_sparse_categorical_accuracy: 0.3747 - loss: 5.0683 - q_output_loss: 2.8947 - q_output_sparse_categorical_accuracy: 0.3778 - type_output_accuracy: 0.5652 - type_output_loss: 0.6839 - val_a_output_loss: 1.5182 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 4.6171 - val_q_output_loss: 2.8857 - val_q_output_sparse_categorical_accuracy: 0.3985 - val_type_output_accuracy: 0.3833 - val_type_output_loss: 0.7105\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 19ms/step - a_output_loss: 3.6399 - a_output_sparse_categorical_accuracy: 0.0876 - loss: 7.1554 - q_output_loss: 3.3614 - q_output_sparse_categorical_accuracy: 0.1936 - type_output_accuracy: 0.8574 - type_output_loss: 0.5086 - val_a_output_loss: 4.0757 - val_a_output_sparse_categorical_accuracy: 0.0833 - val_loss: 6.3824 - val_q_output_loss: 2.2535 - val_q_output_sparse_categorical_accuracy: 0.2655 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1821\n",
       "Epoch 13/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.9573 - a_output_sparse_categorical_accuracy: 0.3675 - loss: 4.9542 - q_output_loss: 2.7911 - q_output_sparse_categorical_accuracy: 0.3790 - type_output_accuracy: 0.5301 - type_output_loss: 0.6814 - val_a_output_loss: 1.5033 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 4.5030 - val_q_output_loss: 2.7936 - val_q_output_sparse_categorical_accuracy: 0.3985 - val_type_output_accuracy: 0.5333 - val_type_output_loss: 0.6871\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 20ms/step - a_output_loss: 3.5070 - a_output_sparse_categorical_accuracy: 0.0884 - loss: 6.9808 - q_output_loss: 3.3093 - q_output_sparse_categorical_accuracy: 0.2028 - type_output_accuracy: 0.8412 - type_output_loss: 0.5476 - val_a_output_loss: 4.0188 - val_a_output_sparse_categorical_accuracy: 0.0833 - val_loss: 6.2431 - val_q_output_loss: 2.1877 - val_q_output_sparse_categorical_accuracy: 0.2655 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1261\n",
       "Epoch 14/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.9229 - a_output_sparse_categorical_accuracy: 0.3745 - loss: 4.8469 - q_output_loss: 2.7145 - q_output_sparse_categorical_accuracy: 0.3810 - type_output_accuracy: 0.5883 - type_output_loss: 0.6817 - val_a_output_loss: 1.4761 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 4.3857 - val_q_output_loss: 2.7074 - val_q_output_sparse_categorical_accuracy: 0.3985 - val_type_output_accuracy: 0.6833 - val_type_output_loss: 0.6741\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 19ms/step - a_output_loss: 3.4826 - a_output_sparse_categorical_accuracy: 0.0878 - loss: 6.9060 - q_output_loss: 3.2682 - q_output_sparse_categorical_accuracy: 0.2067 - type_output_accuracy: 0.8555 - type_output_loss: 0.5168 - val_a_output_loss: 3.9746 - val_a_output_sparse_categorical_accuracy: 0.0833 - val_loss: 6.1472 - val_q_output_loss: 2.1195 - val_q_output_sparse_categorical_accuracy: 0.2655 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1812\n",
       "Epoch 15/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.9625 - a_output_sparse_categorical_accuracy: 0.3703 - loss: 4.7880 - q_output_loss: 2.6232 - q_output_sparse_categorical_accuracy: 0.3790 - type_output_accuracy: 0.6521 - type_output_loss: 0.6739 - val_a_output_loss: 1.4591 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 4.2924 - val_q_output_loss: 2.6260 - val_q_output_sparse_categorical_accuracy: 0.3985 - val_type_output_accuracy: 0.5167 - val_type_output_loss: 0.6910\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 21ms/step - a_output_loss: 3.4678 - a_output_sparse_categorical_accuracy: 0.0893 - loss: 6.7741 - q_output_loss: 3.1490 - q_output_sparse_categorical_accuracy: 0.2098 - type_output_accuracy: 0.8540 - type_output_loss: 0.5190 - val_a_output_loss: 3.9369 - val_a_output_sparse_categorical_accuracy: 0.0833 - val_loss: 6.0406 - val_q_output_loss: 2.0556 - val_q_output_sparse_categorical_accuracy: 0.2655 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1640\n",
       "Epoch 16/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.9763 - a_output_sparse_categorical_accuracy: 0.3661 - loss: 4.7331 - q_output_loss: 2.5511 - q_output_sparse_categorical_accuracy: 0.3784 - type_output_accuracy: 0.6424 - type_output_loss: 0.6679 - val_a_output_loss: 1.4432 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 4.1898 - val_q_output_loss: 2.5484 - val_q_output_sparse_categorical_accuracy: 0.4061 - val_type_output_accuracy: 0.6500 - val_type_output_loss: 0.6605\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 20ms/step - a_output_loss: 3.3488 - a_output_sparse_categorical_accuracy: 0.0884 - loss: 6.5965 - q_output_loss: 3.1009 - q_output_sparse_categorical_accuracy: 0.2117 - type_output_accuracy: 0.8654 - type_output_loss: 0.4899 - val_a_output_loss: 3.8978 - val_a_output_sparse_categorical_accuracy: 0.0833 - val_loss: 5.9461 - val_q_output_loss: 1.9961 - val_q_output_sparse_categorical_accuracy: 0.2829 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1780\n",
       "Epoch 17/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.8243 - a_output_sparse_categorical_accuracy: 0.3712 - loss: 4.4878 - q_output_loss: 2.4615 - q_output_sparse_categorical_accuracy: 0.3942 - type_output_accuracy: 0.6414 - type_output_loss: 0.6622 - val_a_output_loss: 1.4167 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 4.0918 - val_q_output_loss: 2.4764 - val_q_output_sparse_categorical_accuracy: 0.4061 - val_type_output_accuracy: 0.6667 - val_type_output_loss: 0.6624\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 20ms/step - a_output_loss: 3.3488 - a_output_sparse_categorical_accuracy: 0.0915 - loss: 6.5416 - q_output_loss: 3.0414 - q_output_sparse_categorical_accuracy: 0.2198 - type_output_accuracy: 0.8612 - type_output_loss: 0.5010 - val_a_output_loss: 3.8658 - val_a_output_sparse_categorical_accuracy: 0.0840 - val_loss: 5.8560 - val_q_output_loss: 1.9388 - val_q_output_sparse_categorical_accuracy: 0.3009 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1751\n",
       "Epoch 18/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 16ms/step - a_output_loss: 1.7940 - a_output_sparse_categorical_accuracy: 0.3750 - loss: 4.3987 - q_output_loss: 2.4076 - q_output_sparse_categorical_accuracy: 0.3949 - type_output_accuracy: 0.6488 - type_output_loss: 0.6552 - val_a_output_loss: 1.4059 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 4.0153 - val_q_output_loss: 2.4094 - val_q_output_sparse_categorical_accuracy: 0.4197 - val_type_output_accuracy: 0.6167 - val_type_output_loss: 0.6666\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 19ms/step - a_output_loss: 3.2773 - a_output_sparse_categorical_accuracy: 0.0932 - loss: 6.4819 - q_output_loss: 3.0429 - q_output_sparse_categorical_accuracy: 0.2364 - type_output_accuracy: 0.8417 - type_output_loss: 0.5477 - val_a_output_loss: 3.8428 - val_a_output_sparse_categorical_accuracy: 0.0867 - val_loss: 5.7718 - val_q_output_loss: 1.8904 - val_q_output_sparse_categorical_accuracy: 0.3009 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1327\n",
       "Epoch 19/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.8070 - a_output_sparse_categorical_accuracy: 0.3722 - loss: 4.3404 - q_output_loss: 2.3366 - q_output_sparse_categorical_accuracy: 0.4081 - type_output_accuracy: 0.6783 - type_output_loss: 0.6439 - val_a_output_loss: 1.3923 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 3.9348 - val_q_output_loss: 2.3484 - val_q_output_sparse_categorical_accuracy: 0.4197 - val_type_output_accuracy: 0.6667 - val_type_output_loss: 0.6468\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 19ms/step - a_output_loss: 3.2296 - a_output_sparse_categorical_accuracy: 0.0988 - loss: 6.3270 - q_output_loss: 2.9284 - q_output_sparse_categorical_accuracy: 0.2408 - type_output_accuracy: 0.8385 - type_output_loss: 0.5597 - val_a_output_loss: 3.8217 - val_a_output_sparse_categorical_accuracy: 0.0867 - val_loss: 5.6938 - val_q_output_loss: 1.8297 - val_q_output_sparse_categorical_accuracy: 0.3009 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1456\n",
       "Epoch 20/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.7701 - a_output_sparse_categorical_accuracy: 0.3707 - loss: 4.2359 - q_output_loss: 2.2700 - q_output_sparse_categorical_accuracy: 0.4075 - type_output_accuracy: 0.7000 - type_output_loss: 0.6303 - val_a_output_loss: 1.3730 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 3.8547 - val_q_output_loss: 2.2902 - val_q_output_sparse_categorical_accuracy: 0.4197 - val_type_output_accuracy: 0.6667 - val_type_output_loss: 0.6385\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 20ms/step - a_output_loss: 3.1702 - a_output_sparse_categorical_accuracy: 0.0973 - loss: 6.1988 - q_output_loss: 2.8774 - q_output_sparse_categorical_accuracy: 0.2407 - type_output_accuracy: 0.8577 - type_output_loss: 0.5078 - val_a_output_loss: 3.8066 - val_a_output_sparse_categorical_accuracy: 0.0867 - val_loss: 5.6503 - val_q_output_loss: 1.7954 - val_q_output_sparse_categorical_accuracy: 0.3009 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1651\n",
       "Epoch 21/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.7757 - a_output_sparse_categorical_accuracy: 0.3722 - loss: 4.1755 - q_output_loss: 2.2117 - q_output_sparse_categorical_accuracy: 0.4081 - type_output_accuracy: 0.6587 - type_output_loss: 0.6294 - val_a_output_loss: 1.3681 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 3.7954 - val_q_output_loss: 2.2381 - val_q_output_sparse_categorical_accuracy: 0.4212 - val_type_output_accuracy: 0.6667 - val_type_output_loss: 0.6310\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 19ms/step - a_output_loss: 3.1889 - a_output_sparse_categorical_accuracy: 0.0984 - loss: 6.1064 - q_output_loss: 2.7800 - q_output_sparse_categorical_accuracy: 0.2473 - type_output_accuracy: 0.8713 - type_output_loss: 0.4700 - val_a_output_loss: 3.7826 - val_a_output_sparse_categorical_accuracy: 0.0860 - val_loss: 5.5638 - val_q_output_loss: 1.7345 - val_q_output_sparse_categorical_accuracy: 0.3009 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1591\n",
       "Epoch 22/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.7072 - a_output_sparse_categorical_accuracy: 0.3720 - loss: 4.0450 - q_output_loss: 2.1546 - q_output_sparse_categorical_accuracy: 0.4168 - type_output_accuracy: 0.6542 - type_output_loss: 0.6179 - val_a_output_loss: 1.3568 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 3.7286 - val_q_output_loss: 2.1905 - val_q_output_sparse_categorical_accuracy: 0.4333 - val_type_output_accuracy: 0.7167 - val_type_output_loss: 0.6042\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 19ms/step - a_output_loss: 3.1265 - a_output_sparse_categorical_accuracy: 0.0988 - loss: 6.0308 - q_output_loss: 2.7526 - q_output_sparse_categorical_accuracy: 0.2497 - type_output_accuracy: 0.8545 - type_output_loss: 0.5097 - val_a_output_loss: 3.7677 - val_a_output_sparse_categorical_accuracy: 0.0860 - val_loss: 5.5064 - val_q_output_loss: 1.7013 - val_q_output_sparse_categorical_accuracy: 0.3009 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1283\n",
       "Epoch 23/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.7266 - a_output_sparse_categorical_accuracy: 0.3729 - loss: 4.0193 - q_output_loss: 2.1160 - q_output_sparse_categorical_accuracy: 0.4216 - type_output_accuracy: 0.6948 - type_output_loss: 0.5943 - val_a_output_loss: 1.3405 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 3.6712 - val_q_output_loss: 2.1447 - val_q_output_sparse_categorical_accuracy: 0.4333 - val_type_output_accuracy: 0.6667 - val_type_output_loss: 0.6197\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 19ms/step - a_output_loss: 3.1438 - a_output_sparse_categorical_accuracy: 0.0992 - loss: 5.9302 - q_output_loss: 2.6496 - q_output_sparse_categorical_accuracy: 0.2625 - type_output_accuracy: 0.8705 - type_output_loss: 0.4574 - val_a_output_loss: 3.7538 - val_a_output_sparse_categorical_accuracy: 0.0860 - val_loss: 5.4513 - val_q_output_loss: 1.6560 - val_q_output_sparse_categorical_accuracy: 0.3009 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1424\n",
       "Epoch 24/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.6801 - a_output_sparse_categorical_accuracy: 0.3773 - loss: 3.9227 - q_output_loss: 2.0804 - q_output_sparse_categorical_accuracy: 0.4252 - type_output_accuracy: 0.7457 - type_output_loss: 0.5462 - val_a_output_loss: 1.3245 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 3.6140 - val_q_output_loss: 2.1041 - val_q_output_sparse_categorical_accuracy: 0.4333 - val_type_output_accuracy: 0.6667 - val_type_output_loss: 0.6180\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 20ms/step - a_output_loss: 3.0850 - a_output_sparse_categorical_accuracy: 0.1027 - loss: 5.9167 - q_output_loss: 2.6764 - q_output_sparse_categorical_accuracy: 0.2587 - type_output_accuracy: 0.8494 - type_output_loss: 0.5071 - val_a_output_loss: 3.7385 - val_a_output_sparse_categorical_accuracy: 0.0860 - val_loss: 5.4008 - val_q_output_loss: 1.6286 - val_q_output_sparse_categorical_accuracy: 0.3009 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1169\n",
       "Epoch 25/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.6800 - a_output_sparse_categorical_accuracy: 0.3685 - loss: 3.8625 - q_output_loss: 2.0179 - q_output_sparse_categorical_accuracy: 0.4229 - type_output_accuracy: 0.7322 - type_output_loss: 0.5264 - val_a_output_loss: 1.2944 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 3.5249 - val_q_output_loss: 2.0656 - val_q_output_sparse_categorical_accuracy: 0.4333 - val_type_output_accuracy: 0.7000 - val_type_output_loss: 0.5497\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 19ms/step - a_output_loss: 3.0401 - a_output_sparse_categorical_accuracy: 0.1000 - loss: 5.8064 - q_output_loss: 2.6111 - q_output_sparse_categorical_accuracy: 0.2587 - type_output_accuracy: 0.8506 - type_output_loss: 0.5047 - val_a_output_loss: 3.7129 - val_a_output_sparse_categorical_accuracy: 0.0880 - val_loss: 5.3261 - val_q_output_loss: 1.5804 - val_q_output_sparse_categorical_accuracy: 0.3009 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1143\n",
       "Epoch 26/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.5786 - a_output_sparse_categorical_accuracy: 0.3724 - loss: 3.7165 - q_output_loss: 1.9876 - q_output_sparse_categorical_accuracy: 0.4253 - type_output_accuracy: 0.7853 - type_output_loss: 0.4956 - val_a_output_loss: 1.2680 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 3.4525 - val_q_output_loss: 2.0282 - val_q_output_sparse_categorical_accuracy: 0.4333 - val_type_output_accuracy: 0.7167 - val_type_output_loss: 0.5212\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 19ms/step - a_output_loss: 3.0136 - a_output_sparse_categorical_accuracy: 0.1035 - loss: 5.7400 - q_output_loss: 2.5725 - q_output_sparse_categorical_accuracy: 0.2655 - type_output_accuracy: 0.8451 - type_output_loss: 0.5104 - val_a_output_loss: 3.7015 - val_a_output_sparse_categorical_accuracy: 0.0874 - val_loss: 5.2855 - val_q_output_loss: 1.5530 - val_q_output_sparse_categorical_accuracy: 0.3009 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1083\n",
       "Epoch 27/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.6078 - a_output_sparse_categorical_accuracy: 0.3703 - loss: 3.7078 - q_output_loss: 1.9502 - q_output_sparse_categorical_accuracy: 0.4227 - type_output_accuracy: 0.7938 - type_output_loss: 0.4730 - val_a_output_loss: 1.2467 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 3.3875 - val_q_output_loss: 1.9954 - val_q_output_sparse_categorical_accuracy: 0.4364 - val_type_output_accuracy: 0.7833 - val_type_output_loss: 0.4848\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 19ms/step - a_output_loss: 3.0272 - a_output_sparse_categorical_accuracy: 0.1043 - loss: 5.7157 - q_output_loss: 2.5314 - q_output_sparse_categorical_accuracy: 0.2678 - type_output_accuracy: 0.8359 - type_output_loss: 0.5309 - val_a_output_loss: 3.6950 - val_a_output_sparse_categorical_accuracy: 0.0867 - val_loss: 5.2692 - val_q_output_loss: 1.5477 - val_q_output_sparse_categorical_accuracy: 0.3009 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0954\n",
       "Epoch 28/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 14ms/step - a_output_loss: 1.5627 - a_output_sparse_categorical_accuracy: 0.3749 - loss: 3.6136 - q_output_loss: 1.9109 - q_output_sparse_categorical_accuracy: 0.4312 - type_output_accuracy: 0.7908 - type_output_loss: 0.4706 - val_a_output_loss: 1.2410 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 3.3625 - val_q_output_loss: 1.9613 - val_q_output_sparse_categorical_accuracy: 0.4409 - val_type_output_accuracy: 0.7167 - val_type_output_loss: 0.5339\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 19ms/step - a_output_loss: 2.9941 - a_output_sparse_categorical_accuracy: 0.1071 - loss: 5.5785 - q_output_loss: 2.4341 - q_output_sparse_categorical_accuracy: 0.2799 - type_output_accuracy: 0.8506 - type_output_loss: 0.5006 - val_a_output_loss: 3.6802 - val_a_output_sparse_categorical_accuracy: 0.0867 - val_loss: 5.2171 - val_q_output_loss: 1.5063 - val_q_output_sparse_categorical_accuracy: 0.3009 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1080\n",
       "Epoch 29/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.6156 - a_output_sparse_categorical_accuracy: 0.3713 - loss: 3.6313 - q_output_loss: 1.8821 - q_output_sparse_categorical_accuracy: 0.4360 - type_output_accuracy: 0.7989 - type_output_loss: 0.4600 - val_a_output_loss: 1.2161 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 3.2887 - val_q_output_loss: 1.9327 - val_q_output_sparse_categorical_accuracy: 0.4424 - val_type_output_accuracy: 0.7833 - val_type_output_loss: 0.4663\n",
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 19ms/step - a_output_loss: 2.9584 - a_output_sparse_categorical_accuracy: 0.1039 - loss: 5.5143 - q_output_loss: 2.3997 - q_output_sparse_categorical_accuracy: 0.2848 - type_output_accuracy: 0.8399 - type_output_loss: 0.5188 - val_a_output_loss: 3.6568 - val_a_output_sparse_categorical_accuracy: 0.0860 - val_loss: 5.1558 - val_q_output_loss: 1.4744 - val_q_output_sparse_categorical_accuracy: 0.3009 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0881\n",
       "Epoch 30/30\n",
-      "\u001b[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 13ms/step - a_output_loss: 1.5910 - a_output_sparse_categorical_accuracy: 0.3707 - loss: 3.5723 - q_output_loss: 1.8495 - q_output_sparse_categorical_accuracy: 0.4395 - type_output_accuracy: 0.8028 - type_output_loss: 0.4485 - val_a_output_loss: 1.2147 - val_a_output_sparse_categorical_accuracy: 0.4042 - val_loss: 3.2756 - val_q_output_loss: 1.9057 - val_q_output_sparse_categorical_accuracy: 0.4455 - val_type_output_accuracy: 0.7000 - val_type_output_loss: 0.5174\n"
+      "\u001b[1m18/18\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 19ms/step - a_output_loss: 2.9210 - a_output_sparse_categorical_accuracy: 0.1048 - loss: 5.4172 - q_output_loss: 2.3643 - q_output_sparse_categorical_accuracy: 0.2832 - type_output_accuracy: 0.8666 - type_output_loss: 0.4503 - val_a_output_loss: 3.6499 - val_a_output_sparse_categorical_accuracy: 0.0860 - val_loss: 5.1438 - val_q_output_loss: 1.4678 - val_q_output_sparse_categorical_accuracy: 0.3009 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0931\n"
      ]
     }
    ],
@@ -533,7 +549,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 106,
+   "execution_count": 46,
    "id": "3355c0c7",
    "metadata": {},
    "outputs": [],
@@ -646,7 +662,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 107,
+   "execution_count": 47,
    "id": "d406e6ff",
    "metadata": {},
    "outputs": [
@@ -654,9 +670,9 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Generated Question: dimana dimana lahir ___\n",
-      "Generated Answer  : true\n",
-      "Question Type     : true_false\n"
+      "Generated Question: siapa yang lahir di ___\n",
+      "Generated Answer  : 4 juli 1927\n",
+      "Question Type     : isian\n"
      ]
     }
    ],
@@ -724,27 +740,40 @@
     "def test_model():\n",
     "    test_data = {\n",
     "        \"tokens\": [\n",
-    "            \"indra\",\n",
-    "            \"maulana\",\n",
+    "            \"joko\",\n",
+    "            \"opik\",\n",
+    "            \"widodo\",\n",
     "            \"lahir\",\n",
-    "            \"di\",\n",
-    "            \"semarang\",\n",
     "            \"pada\",\n",
-    "            \"12\",\n",
+    "            \"27\",\n",
     "            \"maret\",\n",
-    "            \"1977\",\n",
+    "            \"1992\",\n",
+    "            \"di\",\n",
+    "            \"solo\",\n",
+    "        ],\n",
+    "        \"ner\": [\n",
+    "            \"B-PER\",\n",
+    "            \"I-PER\",\n",
+    "            \"I-PER\",\n",
+    "            \"V\",\n",
+    "            \"O\",\n",
+    "            \"B-DATE\",\n",
+    "            \"I-DATE\",\n",
+    "            \"I-DATE\",\n",
+    "            \"O\",\n",
+    "            \"B-LOC\",\n",
     "        ],\n",
-    "        \"ner\": [\"B-PER\", \"I-PER\", \"V\", \"O\", \"B-LOC\", \"O\", \"B-DATE\", \"I-DATE\", \"I-DATE\"],\n",
     "        \"srl\": [\n",
     "            \"ARG0\",\n",
     "            \"ARG0\",\n",
+    "            \"ARG0\",\n",
     "            \"V\",\n",
     "            \"O\",\n",
-    "            \"ARGM-LOC\",\n",
+    "            \"ARGM-TMP\",\n",
+    "            \"ARGM-TMP\",\n",
+    "            \"ARGM-TMP\",\n",
     "            \"O\",\n",
-    "            \"ARGM-TMP\",\n",
-    "            \"ARGM-TMP\",\n",
-    "            \"ARGM-TMP\",\n",
+    "            \"ARGM-LOC\",\n",
     "        ],\n",
     "    }\n",
     "    # tokens = [\n",
@@ -773,7 +802,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 108,
+   "execution_count": 48,
    "id": "5adde3c3",
    "metadata": {},
    "outputs": [
@@ -781,8 +810,8 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "BLEU  : 0.0447\n",
-      "ROUGE1: 0.2281 | ROUGE-L: 0.2281\n"
+      "BLEU  : 10.75%\n",
+      "ROUGE1: 27.63% | ROUGE-L: 27.63%\n"
      ]
     }
    ],
@@ -834,8 +863,8 @@
     "        rou1.append(r[\"rouge1\"].fmeasure)\n",
     "        rouL.append(r[\"rougeL\"].fmeasure)\n",
     "\n",
-    "    print(f\"BLEU  : {np.mean(bleu_scores):.4f}\")\n",
-    "    print(f\"ROUGE1: {np.mean(rou1):.4f} | ROUGE-L: {np.mean(rouL):.4f}\")\n",
+    "    print(f\"BLEU  : {np.mean(bleu_scores) * 100:.2f}%\")\n",
+    "    print(f\"ROUGE1: {np.mean(rou1) * 100:.2f}% | ROUGE-L: {np.mean(rouL) * 100:.2f}%\")\n",
     "\n",
     "\n",
     "evaluate()"
diff --git a/question_generation/qg_lstm_v2.ipynb b/question_generation/qg_lstm_v2.ipynb
deleted file mode 100644
index 41bab86..0000000
--- a/question_generation/qg_lstm_v2.ipynb
+++ /dev/null
@@ -1,615 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "58e41ccb",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import json, pickle, random\n",
-    "from pathlib import Path\n",
-    "from itertools import chain\n",
-    "\n",
-    "import numpy as np\n",
-    "import tensorflow as tf\n",
-    "from tensorflow.keras.layers import (\n",
-    "    Input, Embedding, LSTM, Concatenate,\n",
-    "    Dense, TimeDistributed\n",
-    ")\n",
-    "from tensorflow.keras.models import Model\n",
-    "from nltk.translate.bleu_score import corpus_bleu, SmoothingFunction\n",
-    "from rouge_score import rouge_scorer, scoring\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "id": "a94dd46a",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "flattened samples : 8\n"
-     ]
-    }
-   ],
-   "source": [
-    "RAW = json.loads(Path(\"../dataset/dev_dataset_qg.json\").read_text())\n",
-    "\n",
-    "samples = []\n",
-    "for item in RAW:\n",
-    "    for qp in item[\"quiz_posibility\"]:\n",
-    "        samples.append({\n",
-    "            \"tokens\" : item[\"tokens\"],\n",
-    "            \"ner\"    : item[\"ner\"],\n",
-    "            \"srl\"    : item[\"srl\"],\n",
-    "            \"q_type\" : qp[\"type\"],                 # isian / opsi / benar_salah\n",
-    "            \"q_toks\" : qp[\"question\"] + [\"\"],\n",
-    "            \"a_toks\" : (qp[\"answer\"] if isinstance(qp[\"answer\"], list)\n",
-    "                         else [qp[\"answer\"]]) + [\"\"]\n",
-    "        })\n",
-    "\n",
-    "print(\"flattened samples :\", len(samples))\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "id": "852fb9a8",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def build_vocab(seq_iter, reserved=(\"\", \"\", \"\", \"\")):\n",
-    "    vocab = {tok: idx for idx, tok in enumerate(reserved)}\n",
-    "    for tok in chain.from_iterable(seq_iter):\n",
-    "        vocab.setdefault(tok, len(vocab))\n",
-    "    return vocab\n",
-    "\n",
-    "vocab_tok = build_vocab((s[\"tokens\"]  for s in samples))\n",
-    "vocab_ner = build_vocab((s[\"ner\"]     for s in samples), reserved=(\"\",\"\"))\n",
-    "vocab_srl = build_vocab((s[\"srl\"]     for s in samples), reserved=(\"\",\"\"))\n",
-    "vocab_q   = build_vocab((s[\"q_toks\"]  for s in samples))\n",
-    "vocab_a   = build_vocab((s[\"a_toks\"]  for s in samples))\n",
-    "vocab_typ = {\"isian\":0, \"opsi\":1, \"benar_salah\":2}"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "id": "fdf696cf",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def enc(seq, v): return [v.get(t, v[\"\"]) for t in seq]\n",
-    "\n",
-    "MAX_SENT = max(len(s[\"tokens\"])  for s in samples)\n",
-    "MAX_Q    = max(len(s[\"q_toks\"]) for s in samples)\n",
-    "MAX_A    = max(len(s[\"a_toks\"]) for s in samples)\n",
-    "\n",
-    "def pad_batch(seqs, vmap, maxlen):\n",
-    "    return tf.keras.preprocessing.sequence.pad_sequences(\n",
-    "        [enc(s, vmap) for s in seqs], maxlen=maxlen, padding=\"post\"\n",
-    "    )\n",
-    "\n",
-    "X_tok = pad_batch((s[\"tokens\"] for s in samples), vocab_tok, MAX_SENT)\n",
-    "X_ner = pad_batch((s[\"ner\"]    for s in samples), vocab_ner, MAX_SENT)\n",
-    "X_srl = pad_batch((s[\"srl\"]    for s in samples), vocab_srl, MAX_SENT)\n",
-    "\n",
-    "dec_q_in  = pad_batch(\n",
-    "    ([[\"\"]+s[\"q_toks\"][:-1] for s in samples]), vocab_q, MAX_Q)\n",
-    "dec_q_out = pad_batch((s[\"q_toks\"] for s in samples), vocab_q, MAX_Q)\n",
-    "\n",
-    "dec_a_in  = pad_batch(\n",
-    "    ([[\"\"]+s[\"a_toks\"][:-1] for s in samples]), vocab_a, MAX_A)\n",
-    "dec_a_out = pad_batch((s[\"a_toks\"] for s in samples), vocab_a, MAX_A)\n",
-    "\n",
-    "y_type = np.array([vocab_typ[s[\"q_type\"]] for s in samples])\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "id": "33074619",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "
Model: \"functional_2\"\n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[1mModel: \"functional_2\"\u001b[0m\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n",
-       "┃ Layer (type)        ┃ Output Shape      ┃    Param # ┃ Connected to      ┃\n",
-       "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n",
-       "│ tok_in (InputLayer) │ (None, 11)        │          0 │ -                 │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ ner_in (InputLayer) │ (None, 11)        │          0 │ -                 │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ srl_in (InputLayer) │ (None, 11)        │          0 │ -                 │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ not_equal_8         │ (None, 11)        │          0 │ tok_in[0][0]      │\n",
-       "│ (NotEqual)          │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ emb_ner (Embedding) │ (None, 11, 32)    │        352 │ ner_in[0][0]      │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ emb_srl (Embedding) │ (None, 11, 32)    │        288 │ srl_in[0][0]      │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ expand_dims_4       │ (None, 11, 1)     │          0 │ not_equal_8[0][0] │\n",
-       "│ (ExpandDims)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ broadcast_to_4      │ (None, 11, 128)   │          0 │ expand_dims_4[0]… │\n",
-       "│ (BroadcastTo)       │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ ones_like_2         │ (None, 11, 32)    │          0 │ emb_ner[0][0]     │\n",
-       "│ (OnesLike)          │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ ones_like_3         │ (None, 11, 32)    │          0 │ emb_srl[0][0]     │\n",
-       "│ (OnesLike)          │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ emb_tok (Embedding) │ (None, 11, 128)   │      4,992 │ tok_in[0][0]      │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ concatenate_5       │ (None, 11, 192)   │          0 │ broadcast_to_4[0… │\n",
-       "│ (Concatenate)       │                   │            │ ones_like_2[0][0… │\n",
-       "│                     │                   │            │ ones_like_3[0][0] │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ dec_q_in            │ (None, 9)         │          0 │ -                 │\n",
-       "│ (InputLayer)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ concatenate_4       │ (None, 11, 192)   │          0 │ emb_tok[0][0],    │\n",
-       "│ (Concatenate)       │                   │            │ emb_ner[0][0],    │\n",
-       "│                     │                   │            │ emb_srl[0][0]     │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ any_2 (Any)         │ (None, 11)        │          0 │ concatenate_5[0]… │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ dec_a_in            │ (None, 4)         │          0 │ -                 │\n",
-       "│ (InputLayer)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ emb_q (Embedding)   │ (None, 9, 128)    │      3,968 │ dec_q_in[0][0]    │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ enc_lstm (LSTM)     │ [(None, 256),     │    459,776 │ concatenate_4[0]… │\n",
-       "│                     │ (None, 256),      │            │ any_2[0][0]       │\n",
-       "│                     │ (None, 256)]      │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ emb_a (Embedding)   │ (None, 4, 128)    │      1,792 │ dec_a_in[0][0]    │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ lstm_q (LSTM)       │ [(None, 9, 256),  │    394,240 │ emb_q[0][0],      │\n",
-       "│                     │ (None, 256),      │            │ enc_lstm[0][1],   │\n",
-       "│                     │ (None, 256)]      │            │ enc_lstm[0][2]    │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ not_equal_9         │ (None, 9)         │          0 │ dec_q_in[0][0]    │\n",
-       "│ (NotEqual)          │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ lstm_a (LSTM)       │ [(None, 4, 256),  │    394,240 │ emb_a[0][0],      │\n",
-       "│                     │ (None, 256),      │            │ enc_lstm[0][1],   │\n",
-       "│                     │ (None, 256)]      │            │ enc_lstm[0][2]    │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ not_equal_10        │ (None, 4)         │          0 │ dec_a_in[0][0]    │\n",
-       "│ (NotEqual)          │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ q_out               │ (None, 9, 31)     │      7,967 │ lstm_q[0][0],     │\n",
-       "│ (TimeDistributed)   │                   │            │ not_equal_9[0][0] │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ a_out               │ (None, 4, 14)     │      3,598 │ lstm_a[0][0],     │\n",
-       "│ (TimeDistributed)   │                   │            │ not_equal_10[0][… │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ type_out (Dense)    │ (None, 3)         │        771 │ enc_lstm[0][0]    │\n",
-       "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n",
-       "
\n"
-      ],
-      "text/plain": [
-       "┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n",
-       "┃\u001b[1m \u001b[0m\u001b[1mLayer (type)       \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mOutput Shape     \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m   Param #\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mConnected to     \u001b[0m\u001b[1m \u001b[0m┃\n",
-       "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n",
-       "│ tok_in (\u001b[38;5;33mInputLayer\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ ner_in (\u001b[38;5;33mInputLayer\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ srl_in (\u001b[38;5;33mInputLayer\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ not_equal_8         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ tok_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n",
-       "│ (\u001b[38;5;33mNotEqual\u001b[0m)          │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ emb_ner (\u001b[38;5;33mEmbedding\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m, \u001b[38;5;34m32\u001b[0m)    │        \u001b[38;5;34m352\u001b[0m │ ner_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ emb_srl (\u001b[38;5;33mEmbedding\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m, \u001b[38;5;34m32\u001b[0m)    │        \u001b[38;5;34m288\u001b[0m │ srl_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ expand_dims_4       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m, \u001b[38;5;34m1\u001b[0m)     │          \u001b[38;5;34m0\u001b[0m │ not_equal_8[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n",
-       "│ (\u001b[38;5;33mExpandDims\u001b[0m)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ broadcast_to_4      │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m, \u001b[38;5;34m128\u001b[0m)   │          \u001b[38;5;34m0\u001b[0m │ expand_dims_4[\u001b[38;5;34m0\u001b[0m]… │\n",
-       "│ (\u001b[38;5;33mBroadcastTo\u001b[0m)       │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ ones_like_2         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m, \u001b[38;5;34m32\u001b[0m)    │          \u001b[38;5;34m0\u001b[0m │ emb_ner[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]     │\n",
-       "│ (\u001b[38;5;33mOnesLike\u001b[0m)          │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ ones_like_3         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m, \u001b[38;5;34m32\u001b[0m)    │          \u001b[38;5;34m0\u001b[0m │ emb_srl[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]     │\n",
-       "│ (\u001b[38;5;33mOnesLike\u001b[0m)          │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ emb_tok (\u001b[38;5;33mEmbedding\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m, \u001b[38;5;34m128\u001b[0m)   │      \u001b[38;5;34m4,992\u001b[0m │ tok_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ concatenate_5       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m, \u001b[38;5;34m192\u001b[0m)   │          \u001b[38;5;34m0\u001b[0m │ broadcast_to_4[\u001b[38;5;34m0\u001b[0m… │\n",
-       "│ (\u001b[38;5;33mConcatenate\u001b[0m)       │                   │            │ ones_like_2[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m… │\n",
-       "│                     │                   │            │ ones_like_3[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ dec_q_in            │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m9\u001b[0m)         │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
-       "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ concatenate_4       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m, \u001b[38;5;34m192\u001b[0m)   │          \u001b[38;5;34m0\u001b[0m │ emb_tok[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m],    │\n",
-       "│ (\u001b[38;5;33mConcatenate\u001b[0m)       │                   │            │ emb_ner[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m],    │\n",
-       "│                     │                   │            │ emb_srl[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]     │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ any_2 (\u001b[38;5;33mAny\u001b[0m)         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m11\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ concatenate_5[\u001b[38;5;34m0\u001b[0m]… │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ dec_a_in            │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m4\u001b[0m)         │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
-       "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ emb_q (\u001b[38;5;33mEmbedding\u001b[0m)   │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m9\u001b[0m, \u001b[38;5;34m128\u001b[0m)    │      \u001b[38;5;34m3,968\u001b[0m │ dec_q_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ enc_lstm (\u001b[38;5;33mLSTM\u001b[0m)     │ [(\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m),     │    \u001b[38;5;34m459,776\u001b[0m │ concatenate_4[\u001b[38;5;34m0\u001b[0m]… │\n",
-       "│                     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m),      │            │ any_2[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]       │\n",
-       "│                     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)]      │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ emb_a (\u001b[38;5;33mEmbedding\u001b[0m)   │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m4\u001b[0m, \u001b[38;5;34m128\u001b[0m)    │      \u001b[38;5;34m1,792\u001b[0m │ dec_a_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ lstm_q (\u001b[38;5;33mLSTM\u001b[0m)       │ [(\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m9\u001b[0m, \u001b[38;5;34m256\u001b[0m),  │    \u001b[38;5;34m394,240\u001b[0m │ emb_q[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m],      │\n",
-       "│                     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m),      │            │ enc_lstm[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m1\u001b[0m],   │\n",
-       "│                     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)]      │            │ enc_lstm[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m2\u001b[0m]    │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ not_equal_9         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m9\u001b[0m)         │          \u001b[38;5;34m0\u001b[0m │ dec_q_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n",
-       "│ (\u001b[38;5;33mNotEqual\u001b[0m)          │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ lstm_a (\u001b[38;5;33mLSTM\u001b[0m)       │ [(\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m4\u001b[0m, \u001b[38;5;34m256\u001b[0m),  │    \u001b[38;5;34m394,240\u001b[0m │ emb_a[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m],      │\n",
-       "│                     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m),      │            │ enc_lstm[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m1\u001b[0m],   │\n",
-       "│                     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)]      │            │ enc_lstm[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m2\u001b[0m]    │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ not_equal_10        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m4\u001b[0m)         │          \u001b[38;5;34m0\u001b[0m │ dec_a_in[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n",
-       "│ (\u001b[38;5;33mNotEqual\u001b[0m)          │                   │            │                   │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ q_out               │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m9\u001b[0m, \u001b[38;5;34m31\u001b[0m)     │      \u001b[38;5;34m7,967\u001b[0m │ lstm_q[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m],     │\n",
-       "│ (\u001b[38;5;33mTimeDistributed\u001b[0m)   │                   │            │ not_equal_9[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ a_out               │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m4\u001b[0m, \u001b[38;5;34m14\u001b[0m)     │      \u001b[38;5;34m3,598\u001b[0m │ lstm_a[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m],     │\n",
-       "│ (\u001b[38;5;33mTimeDistributed\u001b[0m)   │                   │            │ not_equal_10[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
-       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ type_out (\u001b[38;5;33mDense\u001b[0m)    │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m3\u001b[0m)         │        \u001b[38;5;34m771\u001b[0m │ enc_lstm[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]    │\n",
-       "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
 Total params: 1,271,984 (4.85 MB)\n",
-       "
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-      ],
-      "text/plain": [
-       "\u001b[1m Total params: \u001b[0m\u001b[38;5;34m1,271,984\u001b[0m (4.85 MB)\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
 Trainable params: 1,271,984 (4.85 MB)\n",
-       "
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-      ],
-      "text/plain": [
-       "\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m1,271,984\u001b[0m (4.85 MB)\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
 Non-trainable params: 0 (0.00 B)\n",
-       "
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-      ],
-      "text/plain": [
-       "\u001b[1m Non-trainable params: \u001b[0m\u001b[38;5;34m0\u001b[0m (0.00 B)\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "d_tok, d_tag, units = 128, 32, 256\n",
-    "pad_tok, pad_q, pad_a = vocab_tok[\"\"], vocab_q[\"\"], vocab_a[\"\"]\n",
-    "\n",
-    "# ---- Encoder ----------------------------------------------------\n",
-    "inp_tok = Input((MAX_SENT,), name=\"tok_in\")\n",
-    "inp_ner = Input((MAX_SENT,), name=\"ner_in\")\n",
-    "inp_srl = Input((MAX_SENT,), name=\"srl_in\")\n",
-    "\n",
-    "emb_tok = Embedding(len(vocab_tok), d_tok, mask_zero=True,  name=\"emb_tok\")(inp_tok)\n",
-    "emb_ner = Embedding(len(vocab_ner), d_tag, mask_zero=False, name=\"emb_ner\")(inp_ner)\n",
-    "emb_srl = Embedding(len(vocab_srl), d_tag, mask_zero=False, name=\"emb_srl\")(inp_srl)\n",
-    "\n",
-    "enc_concat = Concatenate()([emb_tok, emb_ner, emb_srl])\n",
-    "enc_out, state_h, state_c = LSTM(units, return_state=True, name=\"enc_lstm\")(enc_concat)\n",
-    "\n",
-    "# ---- Decoder : Question ----------------------------------------\n",
-    "dec_q_inp = Input((MAX_Q,), name=\"dec_q_in\")\n",
-    "dec_emb_q = Embedding(len(vocab_q), d_tok, mask_zero=True, name=\"emb_q\")(dec_q_inp)\n",
-    "dec_q_seq, _, _ = LSTM(units, return_sequences=True, return_state=True,\n",
-    "                       name=\"lstm_q\")(dec_emb_q, initial_state=[state_h, state_c])\n",
-    "q_out = TimeDistributed(Dense(len(vocab_q), activation=\"softmax\"), name=\"q_out\")(dec_q_seq)\n",
-    "\n",
-    "# ---- Decoder : Answer ------------------------------------------\n",
-    "dec_a_inp = Input((MAX_A,), name=\"dec_a_in\")\n",
-    "dec_emb_a = Embedding(len(vocab_a), d_tok, mask_zero=True, name=\"emb_a\")(dec_a_inp)\n",
-    "dec_a_seq, _, _ = LSTM(units, return_sequences=True, return_state=True,\n",
-    "                       name=\"lstm_a\")(dec_emb_a, initial_state=[state_h, state_c])\n",
-    "a_out = TimeDistributed(Dense(len(vocab_a), activation=\"softmax\"), name=\"a_out\")(dec_a_seq)\n",
-    "\n",
-    "# ---- Classifier -------------------------------------------------\n",
-    "type_out = Dense(len(vocab_typ), activation=\"softmax\", name=\"type_out\")(enc_out)\n",
-    "\n",
-    "model = Model(\n",
-    "    [inp_tok, inp_ner, inp_srl, dec_q_inp, dec_a_inp],\n",
-    "    [q_out,   a_out,   type_out]\n",
-    ")\n",
-    "\n",
-    "# ---- Masked loss helpers ---------------------------------------\n",
-    "scce = tf.keras.losses.SparseCategoricalCrossentropy(reduction=\"none\")\n",
-    "def masked_loss_factory(pad_id):\n",
-    "    def loss(y_true, y_pred):\n",
-    "        l = scce(y_true, y_pred)\n",
-    "        mask = tf.cast(tf.not_equal(y_true, pad_id), tf.float32)\n",
-    "        return tf.reduce_sum(l*mask) / tf.reduce_sum(mask)\n",
-    "    return loss\n",
-    "\n",
-    "model.compile(\n",
-    "    optimizer=\"adam\",\n",
-    "    loss = {\"q_out\":masked_loss_factory(pad_q),\n",
-    "            \"a_out\":masked_loss_factory(pad_a),\n",
-    "            \"type_out\":\"sparse_categorical_crossentropy\"},\n",
-    "    loss_weights={\"q_out\":1.0, \"a_out\":1.0, \"type_out\":0.3},\n",
-    "    metrics={\"q_out\":\"sparse_categorical_accuracy\",\n",
-    "             \"a_out\":\"sparse_categorical_accuracy\",\n",
-    "             \"type_out\":tf.keras.metrics.SparseCategoricalAccuracy(name=\"type_acc\")}\n",
-    ")\n",
-    "model.summary()\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "id": "44d36899",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Epoch 1/30\n"
-     ]
-    },
-    {
-     "ename": "TypeError",
-     "evalue": "Exception encountered when calling BroadcastTo.call().\n\n\u001b[1mFailed to convert elements of (None, 11, 128) to Tensor. Consider casting elements to a supported type. See https://www.tensorflow.org/api_docs/python/tf/dtypes for supported TF dtypes.\u001b[0m\n\nArguments received by BroadcastTo.call():\n  • x=tf.Tensor(shape=(None, 11, 1), dtype=bool)",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[18], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m history \u001b[38;5;241m=\u001b[39m \u001b[43mmodel\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfit\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m      2\u001b[0m \u001b[43m    \u001b[49m\u001b[43m[\u001b[49m\u001b[43mX_tok\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mX_ner\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mX_srl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdec_q_in\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdec_a_in\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m      3\u001b[0m \u001b[43m    \u001b[49m\u001b[43m[\u001b[49m\u001b[43mdec_q_out\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdec_a_out\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43my_type\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m      4\u001b[0m \u001b[43m    \u001b[49m\u001b[43mvalidation_split\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m0.1\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m      5\u001b[0m \u001b[43m    \u001b[49m\u001b[43mepochs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m30\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m      6\u001b[0m \u001b[43m    \u001b[49m\u001b[43mbatch_size\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m64\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m      7\u001b[0m \u001b[43m    \u001b[49m\u001b[43mcallbacks\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m[\u001b[49m\u001b[43mtf\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mkeras\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcallbacks\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mEarlyStopping\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpatience\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m4\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrestore_best_weights\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m      8\u001b[0m \u001b[43m    \u001b[49m\u001b[43mverbose\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m2\u001b[39;49m\n\u001b[1;32m      9\u001b[0m \u001b[43m)\u001b[49m\n\u001b[1;32m     10\u001b[0m model\u001b[38;5;241m.\u001b[39msave(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfull_seq2seq.keras\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m     13\u001b[0m \u001b[38;5;66;03m# -----------------------------------------------------------------\u001b[39;00m\n\u001b[1;32m     14\u001b[0m \u001b[38;5;66;03m# 5.  SAVE VOCABS (.pkl keeps python dict intact)\u001b[39;00m\n\u001b[1;32m     15\u001b[0m \u001b[38;5;66;03m# -----------------------------------------------------------------\u001b[39;00m\n",
-      "File \u001b[0;32m/mnt/disc1/code/thesis_quiz_project/lstm-quiz/myenv/lib64/python3.10/site-packages/keras/src/utils/traceback_utils.py:122\u001b[0m, in \u001b[0;36mfilter_traceback..error_handler\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    119\u001b[0m     filtered_tb \u001b[38;5;241m=\u001b[39m _process_traceback_frames(e\u001b[38;5;241m.\u001b[39m__traceback__)\n\u001b[1;32m    120\u001b[0m     \u001b[38;5;66;03m# To get the full stack trace, call:\u001b[39;00m\n\u001b[1;32m    121\u001b[0m     \u001b[38;5;66;03m# `keras.config.disable_traceback_filtering()`\u001b[39;00m\n\u001b[0;32m--> 122\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m e\u001b[38;5;241m.\u001b[39mwith_traceback(filtered_tb) \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m    123\u001b[0m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[1;32m    124\u001b[0m     \u001b[38;5;28;01mdel\u001b[39;00m filtered_tb\n",
-      "File \u001b[0;32m/mnt/disc1/code/thesis_quiz_project/lstm-quiz/myenv/lib64/python3.10/site-packages/keras/src/utils/traceback_utils.py:122\u001b[0m, in \u001b[0;36mfilter_traceback..error_handler\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    119\u001b[0m     filtered_tb \u001b[38;5;241m=\u001b[39m _process_traceback_frames(e\u001b[38;5;241m.\u001b[39m__traceback__)\n\u001b[1;32m    120\u001b[0m     \u001b[38;5;66;03m# To get the full stack trace, call:\u001b[39;00m\n\u001b[1;32m    121\u001b[0m     \u001b[38;5;66;03m# `keras.config.disable_traceback_filtering()`\u001b[39;00m\n\u001b[0;32m--> 122\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m e\u001b[38;5;241m.\u001b[39mwith_traceback(filtered_tb) \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m    123\u001b[0m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[1;32m    124\u001b[0m     \u001b[38;5;28;01mdel\u001b[39;00m filtered_tb\n",
-      "\u001b[0;31mTypeError\u001b[0m: Exception encountered when calling BroadcastTo.call().\n\n\u001b[1mFailed to convert elements of (None, 11, 128) to Tensor. Consider casting elements to a supported type. See https://www.tensorflow.org/api_docs/python/tf/dtypes for supported TF dtypes.\u001b[0m\n\nArguments received by BroadcastTo.call():\n  • x=tf.Tensor(shape=(None, 11, 1), dtype=bool)"
-     ]
-    }
-   ],
-   "source": [
-    "history = model.fit(\n",
-    "    [X_tok, X_ner, X_srl, dec_q_in, dec_a_in],\n",
-    "    [dec_q_out, dec_a_out, y_type],\n",
-    "    validation_split=0.1,\n",
-    "    epochs=30,\n",
-    "    batch_size=64,\n",
-    "    callbacks=[tf.keras.callbacks.EarlyStopping(patience=4, restore_best_weights=True)],\n",
-    "    verbose=2\n",
-    ")\n",
-    "model.save(\"full_seq2seq.keras\")\n",
-    "\n",
-    "\n",
-    "# -----------------------------------------------------------------\n",
-    "# 5.  SAVE VOCABS (.pkl keeps python dict intact)\n",
-    "# -----------------------------------------------------------------\n",
-    "def save_vocab(v, name): pickle.dump(v, open(name,\"wb\"))\n",
-    "save_vocab(vocab_tok,\"vocab_tok.pkl\"); save_vocab(vocab_ner,\"vocab_ner.pkl\")\n",
-    "save_vocab(vocab_srl,\"vocab_srl.pkl\"); save_vocab(vocab_q,  \"vocab_q.pkl\")\n",
-    "save_vocab(vocab_a,  \"vocab_a.pkl\");  save_vocab(vocab_typ,\"vocab_typ.pkl\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "61003de5",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def build_inference_models(trained):\n",
-    "    # encoder\n",
-    "    t_in = Input((MAX_SENT,), name=\"t_in\")\n",
-    "    n_in = Input((MAX_SENT,), name=\"n_in\")\n",
-    "    s_in = Input((MAX_SENT,), name=\"s_in\")\n",
-    "    e_t = trained.get_layer(\"emb_tok\")(t_in)\n",
-    "    e_n = trained.get_layer(\"emb_ner\")(n_in)\n",
-    "    e_s = trained.get_layer(\"emb_srl\")(s_in)\n",
-    "    concat = Concatenate()([e_t,e_n,e_s])\n",
-    "    _, h, c = trained.get_layer(\"enc_lstm\")(concat)\n",
-    "    enc_model = Model([t_in,n_in,s_in],[h,c])\n",
-    "\n",
-    "    # question‑decoder\n",
-    "    dq_in = Input((1,), name=\"dq_tok\")\n",
-    "    dh = Input((units,), name=\"dh\"); dc = Input((units,), name=\"dc\")\n",
-    "    dq_emb = trained.get_layer(\"emb_q\")(dq_in)\n",
-    "    dq_lstm, nh, nc = trained.get_layer(\"lstm_q\")(dq_emb, initial_state=[dh,dc])\n",
-    "    dq_out = trained.get_layer(\"q_out\").layer(dq_lstm)\n",
-    "    dec_q_model = Model([dq_in, dh, dc], [dq_out, nh, nc])\n",
-    "\n",
-    "    # answer‑decoder\n",
-    "    da_in = Input((1,), name=\"da_tok\")\n",
-    "    ah = Input((units,), name=\"ah\"); ac = Input((units,), name=\"ac\")\n",
-    "    da_emb = trained.get_layer(\"emb_a\")(da_in)\n",
-    "    da_lstm, nh2, nc2 = trained.get_layer(\"lstm_a\")(da_emb, initial_state=[ah,ac])\n",
-    "    da_out = trained.get_layer(\"a_out\").layer(da_lstm)\n",
-    "    dec_a_model = Model([da_in, ah, ac], [da_out, nh2, nc2])\n",
-    "\n",
-    "    # type classifier\n",
-    "    type_dense = trained.get_layer(\"type_out\")\n",
-    "    type_model = Model([t_in,n_in,s_in], type_dense(_))   # use _ = enc_lstm output\n",
-    "\n",
-    "    return enc_model, dec_q_model, dec_a_model, type_model\n",
-    "\n",
-    "encoder_model, decoder_q, decoder_a, classifier_model = build_inference_models(model)\n",
-    "\n",
-    "inv_q = {v:k for k,v in vocab_q.items()}\n",
-    "inv_a = {v:k for k,v in vocab_a.items()}\n",
-    "\n",
-    "def enc_pad(seq, vmap, maxlen):\n",
-    "    x = [vmap.get(t, vmap[\"\"]) for t in seq]\n",
-    "    return x + [vmap[\"\"]] * (maxlen-len(x))\n",
-    "\n",
-    "def greedy_decode(tokens, ner, srl, max_q=20, max_a=10):\n",
-    "    et = np.array([enc_pad(tokens, vocab_tok, MAX_SENT)])\n",
-    "    en = np.array([enc_pad(ner,   vocab_ner, MAX_SENT)])\n",
-    "    es = np.array([enc_pad(srl,   vocab_srl, MAX_SENT)])\n",
-    "\n",
-    "    h,c = encoder_model.predict([et,en,es], verbose=0)\n",
-    "\n",
-    "    # --- question\n",
-    "    q_ids = []\n",
-    "    tgt = np.array([[vocab_q[\"\"]]])\n",
-    "    for _ in range(max_q):\n",
-    "        logits,h,c = decoder_q.predict([tgt,h,c], verbose=0)\n",
-    "        nxt = int(logits[0,-1].argmax())\n",
-    "        if nxt==vocab_q[\"\"]: break\n",
-    "        q_ids.append(nxt)\n",
-    "        tgt = np.array([[nxt]])\n",
-    "\n",
-    "    # --- answer (re‑use fresh h,c)\n",
-    "    h,c = encoder_model.predict([et,en,es], verbose=0)\n",
-    "    a_ids = []\n",
-    "    tgt = np.array([[vocab_a[\"\"]]])\n",
-    "    for _ in range(max_a):\n",
-    "        logits,h,c = decoder_a.predict([tgt,h,c], verbose=0)\n",
-    "        nxt = int(logits[0,-1].argmax())\n",
-    "        if nxt==vocab_a[\"\"]: break\n",
-    "        a_ids.append(nxt)\n",
-    "        tgt = np.array([[nxt]])\n",
-    "\n",
-    "    # --- type\n",
-    "    t_id = int(classifier_model.predict([et,en,es], verbose=0).argmax())\n",
-    "\n",
-    "    return [inv_q[i] for i in q_ids], [inv_a[i] for i in a_ids], \\\n",
-    "           [k for k,v in vocab_typ.items() if v==t_id][0]\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "5279b631",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "test_tokens = [\"soekarno\",\"membacakan\",\"teks\",\"proklamasi\",\"pada\",\n",
-    "               \"17\",\"agustus\",\"1945\"]\n",
-    "test_ner = [\"B-PER\",\"O\",\"O\",\"O\",\"O\",\"B-DATE\",\"I-DATE\",\"I-DATE\"]\n",
-    "test_srl = [\"ARG0\",\"V\",\"ARG1\",\"ARG1\",\"O\",\"ARGM-TMP\",\"ARGM-TMP\",\"ARGM-TMP\"]\n",
-    "\n",
-    "q,a,t = greedy_decode(test_tokens,test_ner,test_srl,max_q=MAX_Q,max_a=MAX_A)\n",
-    "print(\"\\nDEMO\\n----\")\n",
-    "print(\"Q :\", \" \".join(q))\n",
-    "print(\"A :\", \" \".join(a))\n",
-    "print(\"T :\", t)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "850d4905",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "smooth = SmoothingFunction().method4\n",
-    "r_scorer = rouge_scorer.RougeScorer([\"rouge1\",\"rougeL\"], use_stemmer=True)\n",
-    "\n",
-    "def strip_special(seq, pad_id, eos_id):\n",
-    "    return [x for x in seq if x not in (pad_id, eos_id)]\n",
-    "\n",
-    "def ids_to_text(ids, inv):\n",
-    "    return \" \".join(inv[i] for i in ids)\n",
-    "\n",
-    "def evaluate(n=200):\n",
-    "    idxs = random.sample(range(len(samples)), n)\n",
-    "    refs, hyps = [], []\n",
-    "    agg = scoring.BootstrapAggregator()\n",
-    "\n",
-    "    for i in idxs:\n",
-    "        gt_ids = strip_special(dec_q_out[i], pad_q, vocab_q[\"\"])\n",
-    "        ref = ids_to_text(gt_ids, inv_q)\n",
-    "        pred = \" \".join(greedy_decode(\n",
-    "            samples[i][\"tokens\"],\n",
-    "            samples[i][\"ner\"],\n",
-    "            samples[i][\"srl\"]\n",
-    "        )[0])\n",
-    "        refs.append([ref.split()])\n",
-    "        hyps.append(pred.split())\n",
-    "        agg.add_scores(r_scorer.score(ref, pred))\n",
-    "\n",
-    "    bleu = corpus_bleu(refs, hyps, smoothing_function=smooth)\n",
-    "    r1 = agg.aggregate()[\"rouge1\"].mid\n",
-    "    rL = agg.aggregate()[\"rougeL\"].mid\n",
-    "\n",
-    "    print(f\"\\nEVAL (n={n})\")\n",
-    "    print(f\"BLEU‑4  : {bleu:.4f}\")\n",
-    "    print(f\"ROUGE‑1 : P={r1.precision:.3f} R={r1.recall:.3f} F1={r1.fmeasure:.3f}\")\n",
-    "    print(f\"ROUGE‑L : P={rL.precision:.3f} R={rL.recall:.3f} F1={rL.fmeasure:.3f}\")\n",
-    "\n",
-    "evaluate(2) "
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "myenv",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.10.16"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/question_generation/question_answer_model.ipynb b/question_generation/question_answer_model.ipynb
new file mode 100644
index 0000000..d891199
--- /dev/null
+++ b/question_generation/question_answer_model.ipynb
@@ -0,0 +1,1050 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "58e41ccb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import json\n",
+    "import random\n",
+    "import tensorflow as tf\n",
+    "from tensorflow.keras.preprocessing.text import Tokenizer\n",
+    "from tensorflow.keras.preprocessing.sequence import pad_sequences\n",
+    "from tensorflow.keras.models import Model, load_model\n",
+    "from tensorflow.keras.layers import (\n",
+    "    Input,\n",
+    "    LSTM,\n",
+    "    Dense,\n",
+    "    Embedding,\n",
+    "    Bidirectional,\n",
+    "    Concatenate,\n",
+    "    Attention,\n",
+    "    Dropout,\n",
+    ")\n",
+    "from tensorflow.keras.callbacks import ModelCheckpoint, EarlyStopping\n",
+    "from sklearn.model_selection import train_test_split\n",
+    "import matplotlib.pyplot as plt\n",
+    "import re"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "9f22b5d1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with open(\"data_converted.json\", \"r\") as f:\n",
+    "    data = json.load(f)\n",
+    "    \n",
+    "# Preprocessing function\n",
+    "def preprocess_text(text):\n",
+    "    \"\"\"Melakukan preprocessing teks dasar\"\"\"\n",
+    "    text = text.lower()\n",
+    "    text = re.sub(r\"\\s+\", \" \", text).strip()\n",
+    "    return text\n",
+    "\n",
+    "\n",
+    "# Persiapkan data untuk model\n",
+    "def prepare_data(data):\n",
+    "    \"\"\"Siapkan data untuk model\"\"\"\n",
+    "    contexts = []\n",
+    "    tokens_list = []\n",
+    "    ner_list = []\n",
+    "    srl_list = []\n",
+    "    questions = []\n",
+    "    answers = []\n",
+    "    q_types = []\n",
+    "\n",
+    "    for item in data:\n",
+    "        for qa in item[\"qas\"]:\n",
+    "            contexts.append(preprocess_text(item[\"context\"]))\n",
+    "            tokens_list.append(item[\"tokens\"])\n",
+    "            ner_list.append(item[\"ner\"])\n",
+    "            srl_list.append(item[\"srl\"])\n",
+    "            questions.append(preprocess_text(qa[\"question\"]))\n",
+    "            answers.append(qa[\"answer\"])\n",
+    "            q_types.append(qa[\"type\"])\n",
+    "\n",
+    "    return contexts, tokens_list, ner_list, srl_list, questions, answers, q_types\n",
+    "\n",
+    "\n",
+    "contexts, tokens_list, ner_list, srl_list, questions, answers, q_types = prepare_data(\n",
+    "    data\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "c703ec2a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "max_vocab_size = 10000\n",
+    "tokenizer = Tokenizer(num_words=max_vocab_size, oov_token=\"\")\n",
+    "tokenizer.fit_on_texts(contexts + questions + [\" \".join(item) for item in tokens_list])\n",
+    "vocab_size = len(tokenizer.word_index) + 1\n",
+    "\n",
+    "# Encoding untuk NER\n",
+    "ner_tokenizer = Tokenizer(oov_token=\"\")\n",
+    "ner_tokenizer.fit_on_texts([\" \".join(ner) for ner in ner_list])\n",
+    "ner_vocab_size = len(ner_tokenizer.word_index) + 1\n",
+    "\n",
+    "# Encoding untuk SRL\n",
+    "srl_tokenizer = Tokenizer(oov_token=\"\")\n",
+    "srl_tokenizer.fit_on_texts([\" \".join(srl) for srl in srl_list])\n",
+    "srl_vocab_size = len(srl_tokenizer.word_index) + 1\n",
+    "\n",
+    "# Encoding untuk tipe pertanyaan\n",
+    "q_type_tokenizer = Tokenizer()\n",
+    "q_type_tokenizer.fit_on_texts(q_types)\n",
+    "q_type_vocab_size = len(q_type_tokenizer.word_index) + 1\n",
+    "\n",
+    "\n",
+    "# Konversi token, ner, srl ke sequences\n",
+    "def tokens_to_sequences(tokens, ner, srl):\n",
+    "    \"\"\"Konversi token, ner, dan srl ke sequences\"\"\"\n",
+    "    token_seqs = [tokenizer.texts_to_sequences([\" \".join(t)])[0] for t in tokens]\n",
+    "    ner_seqs = [ner_tokenizer.texts_to_sequences([\" \".join(n)])[0] for n in ner]\n",
+    "    srl_seqs = [srl_tokenizer.texts_to_sequences([\" \".join(s)])[0] for s in srl]\n",
+    "    return token_seqs, ner_seqs, srl_seqs\n",
+    "\n",
+    "\n",
+    "# Menentukan panjang maksimum untuk padding\n",
+    "context_seqs = tokenizer.texts_to_sequences(contexts)\n",
+    "question_seqs = tokenizer.texts_to_sequences(questions)\n",
+    "token_seqs, ner_seqs, srl_seqs = tokens_to_sequences(tokens_list, ner_list, srl_list)\n",
+    "\n",
+    "max_context_len = max([len(seq) for seq in context_seqs])\n",
+    "max_question_len = max([len(seq) for seq in question_seqs])\n",
+    "max_token_len = max([len(seq) for seq in token_seqs])\n",
+    "\n",
+    "\n",
+    "# Pad sequences untuk memastikan semua input sama panjang\n",
+    "def pad_all_sequences(context_seqs, question_seqs, token_seqs, ner_seqs, srl_seqs):\n",
+    "    \"\"\"Padding semua sequences\"\"\"\n",
+    "    context_padded = pad_sequences(context_seqs, maxlen=max_context_len, padding=\"post\")\n",
+    "    question_padded = pad_sequences(\n",
+    "        question_seqs, maxlen=max_question_len, padding=\"post\"\n",
+    "    )\n",
+    "    token_padded = pad_sequences(token_seqs, maxlen=max_token_len, padding=\"post\")\n",
+    "    ner_padded = pad_sequences(ner_seqs, maxlen=max_token_len, padding=\"post\")\n",
+    "    srl_padded = pad_sequences(srl_seqs, maxlen=max_token_len, padding=\"post\")\n",
+    "    return context_padded, question_padded, token_padded, ner_padded, srl_padded\n",
+    "\n",
+    "\n",
+    "# Siapkan encoder untuk jawaban\n",
+    "answer_tokenizer = Tokenizer(oov_token=\"\")\n",
+    "answer_tokenizer.fit_on_texts(answers)\n",
+    "answer_vocab_size = len(answer_tokenizer.word_index) + 1\n",
+    "\n",
+    "# Encode tipe pertanyaan - FIX - Menggunakan indeks langsung bukan sequence\n",
+    "q_type_indices = []\n",
+    "for q_type in q_types:\n",
+    "    # Dapatkan indeks tipe pertanyaan (dikurangi 1 karena indeks dimulai dari 1)\n",
+    "    q_type_idx = q_type_tokenizer.word_index.get(q_type, 0)\n",
+    "    q_type_indices.append(q_type_idx)\n",
+    "\n",
+    "# Konversi ke numpy array\n",
+    "q_type_indices = np.array(q_type_indices)\n",
+    "\n",
+    "# One-hot encode tipe pertanyaan\n",
+    "q_type_categorical = tf.keras.utils.to_categorical(\n",
+    "    q_type_indices, num_classes=q_type_vocab_size\n",
+    ")\n",
+    "\n",
+    "# Pad sequences\n",
+    "context_padded, question_padded, token_padded, ner_padded, srl_padded = (\n",
+    "    pad_all_sequences(context_seqs, question_seqs, token_seqs, ner_seqs, srl_seqs)\n",
+    ")\n",
+    "\n",
+    "# Encode jawaban\n",
+    "answer_seqs = answer_tokenizer.texts_to_sequences(answers)\n",
+    "max_answer_len = max([len(seq) for seq in answer_seqs])\n",
+    "answer_padded = pad_sequences(answer_seqs, maxlen=max_answer_len, padding=\"post\")\n",
+    "\n",
+    "# Split data menjadi train dan test sets\n",
+    "indices = list(range(len(context_padded)))\n",
+    "train_indices, test_indices = train_test_split(indices, test_size=0.2, random_state=42)\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "f5e6a6b4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "# Fungsi untuk mendapatkan subset dari data berdasarkan indices\n",
+    "def get_subset(data, indices):\n",
+    "    return np.array([data[i] for i in indices])\n",
+    "\n",
+    "\n",
+    "# Train data\n",
+    "train_context = get_subset(context_padded, train_indices)\n",
+    "train_question = get_subset(question_padded, train_indices)\n",
+    "train_token = get_subset(token_padded, train_indices)\n",
+    "train_ner = get_subset(ner_padded, train_indices)\n",
+    "train_srl = get_subset(srl_padded, train_indices)\n",
+    "train_q_type = get_subset(q_type_categorical, train_indices)\n",
+    "train_answer = get_subset(answer_padded, train_indices)\n",
+    "\n",
+    "# Test data\n",
+    "test_context = get_subset(context_padded, test_indices)\n",
+    "test_question = get_subset(question_padded, test_indices)\n",
+    "test_token = get_subset(token_padded, test_indices)\n",
+    "test_ner = get_subset(ner_padded, test_indices)\n",
+    "test_srl = get_subset(srl_padded, test_indices)\n",
+    "test_q_type = get_subset(q_type_categorical, test_indices)\n",
+    "test_answer = get_subset(answer_padded, test_indices)\n",
+    "\n",
+    "# Hyperparameters\n",
+    "embedding_dim = 100\n",
+    "lstm_units = 128\n",
+    "ner_embedding_dim = 50\n",
+    "srl_embedding_dim = 50\n",
+    "dropout_rate = 0.3"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "00a25f78",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
Model: \"functional_1\"\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[1mModel: \"functional_1\"\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n",
+       "┃ Layer (type)        ┃ Output Shape      ┃    Param # ┃ Connected to      ┃\n",
+       "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n",
+       "│ context_input       │ (None, 31)        │          0 │ -                 │\n",
+       "│ (InputLayer)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ question_input      │ (None, 12)        │          0 │ -                 │\n",
+       "│ (InputLayer)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ token_input         │ (None, 31)        │          0 │ -                 │\n",
+       "│ (InputLayer)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ ner_input           │ (None, 31)        │          0 │ -                 │\n",
+       "│ (InputLayer)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ srl_input           │ (None, 31)        │          0 │ -                 │\n",
+       "│ (InputLayer)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ text_embedding      │ (None, 31, 100)   │    146,000 │ context_input[0]… │\n",
+       "│ (Embedding)         │                   │            │ question_input[0… │\n",
+       "│                     │                   │            │ token_input[0][0] │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ ner_embedding       │ (None, 31, 50)    │      1,550 │ ner_input[0][0]   │\n",
+       "│ (Embedding)         │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ srl_embedding       │ (None, 31, 50)    │      1,150 │ srl_input[0][0]   │\n",
+       "│ (Embedding)         │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ bidirectional_3     │ (None, 31, 256)   │    234,496 │ text_embedding[0… │\n",
+       "│ (Bidirectional)     │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ bidirectional_4     │ (None, 12, 256)   │    234,496 │ text_embedding[1… │\n",
+       "│ (Bidirectional)     │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ token_features      │ (None, 31, 200)   │          0 │ text_embedding[2… │\n",
+       "│ (Concatenate)       │                   │            │ ner_embedding[0]… │\n",
+       "│                     │                   │            │ srl_embedding[0]… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ context_attention   │ (None, 31, 256)   │          0 │ bidirectional_3[… │\n",
+       "│ (Attention)         │                   │            │ bidirectional_4[… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ bidirectional_5     │ (None, 31, 256)   │    336,896 │ token_features[0… │\n",
+       "│ (Bidirectional)     │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ context_att_pool    │ (None, 256)       │          0 │ context_attentio… │\n",
+       "│ (GlobalMaxPooling1… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ question_pool       │ (None, 256)       │          0 │ bidirectional_4[… │\n",
+       "│ (GlobalMaxPooling1… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ token_pool          │ (None, 256)       │          0 │ bidirectional_5[… │\n",
+       "│ (GlobalMaxPooling1… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ q_type_input        │ (None, 5)         │          0 │ -                 │\n",
+       "│ (InputLayer)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ all_features        │ (None, 773)       │          0 │ context_att_pool… │\n",
+       "│ (Concatenate)       │                   │            │ question_pool[0]… │\n",
+       "│                     │                   │            │ token_pool[0][0], │\n",
+       "│                     │                   │            │ q_type_input[0][… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dense_1 (Dense)     │ (None, 256)       │    198,144 │ all_features[0][… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dropout_2 (Dropout) │ (None, 256)       │          0 │ dense_1[0][0]     │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dense_2 (Dense)     │ (None, 128)       │     32,896 │ dropout_2[0][0]   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dropout_3 (Dropout) │ (None, 128)       │          0 │ dense_2[0][0]     │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ answer_output       │ (None, 748)       │     96,492 │ dropout_3[0][0]   │\n",
+       "│ (Dense)             │                   │            │                   │\n",
+       "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n",
+       "┃\u001b[1m \u001b[0m\u001b[1mLayer (type)       \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mOutput Shape     \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m   Param #\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mConnected to     \u001b[0m\u001b[1m \u001b[0m┃\n",
+       "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n",
+       "│ context_input       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ question_input      │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ token_input         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ ner_input           │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ srl_input           │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ text_embedding      │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m100\u001b[0m)   │    \u001b[38;5;34m146,000\u001b[0m │ context_input[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │ question_input[\u001b[38;5;34m0\u001b[0m… │\n",
+       "│                     │                   │            │ token_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ ner_embedding       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m50\u001b[0m)    │      \u001b[38;5;34m1,550\u001b[0m │ ner_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
+       "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ srl_embedding       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m50\u001b[0m)    │      \u001b[38;5;34m1,150\u001b[0m │ srl_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
+       "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ bidirectional_3     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │    \u001b[38;5;34m234,496\u001b[0m │ text_embedding[\u001b[38;5;34m0\u001b[0m… │\n",
+       "│ (\u001b[38;5;33mBidirectional\u001b[0m)     │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ bidirectional_4     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │    \u001b[38;5;34m234,496\u001b[0m │ text_embedding[\u001b[38;5;34m1\u001b[0m… │\n",
+       "│ (\u001b[38;5;33mBidirectional\u001b[0m)     │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ token_features      │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m200\u001b[0m)   │          \u001b[38;5;34m0\u001b[0m │ text_embedding[\u001b[38;5;34m2\u001b[0m… │\n",
+       "│ (\u001b[38;5;33mConcatenate\u001b[0m)       │                   │            │ ner_embedding[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "│                     │                   │            │ srl_embedding[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ context_attention   │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │          \u001b[38;5;34m0\u001b[0m │ bidirectional_3[\u001b[38;5;34m…\u001b[0m │\n",
+       "│ (\u001b[38;5;33mAttention\u001b[0m)         │                   │            │ bidirectional_4[\u001b[38;5;34m…\u001b[0m │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ bidirectional_5     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │    \u001b[38;5;34m336,896\u001b[0m │ token_features[\u001b[38;5;34m0\u001b[0m… │\n",
+       "│ (\u001b[38;5;33mBidirectional\u001b[0m)     │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ context_att_pool    │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ context_attentio… │\n",
+       "│ (\u001b[38;5;33mGlobalMaxPooling1…\u001b[0m │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ question_pool       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ bidirectional_4[\u001b[38;5;34m…\u001b[0m │\n",
+       "│ (\u001b[38;5;33mGlobalMaxPooling1…\u001b[0m │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ token_pool          │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ bidirectional_5[\u001b[38;5;34m…\u001b[0m │\n",
+       "│ (\u001b[38;5;33mGlobalMaxPooling1…\u001b[0m │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ q_type_input        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m5\u001b[0m)         │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ all_features        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m773\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ context_att_pool… │\n",
+       "│ (\u001b[38;5;33mConcatenate\u001b[0m)       │                   │            │ question_pool[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "│                     │                   │            │ token_pool[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m], │\n",
+       "│                     │                   │            │ q_type_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dense_1 (\u001b[38;5;33mDense\u001b[0m)     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │    \u001b[38;5;34m198,144\u001b[0m │ all_features[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dropout_2 (\u001b[38;5;33mDropout\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ dense_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]     │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dense_2 (\u001b[38;5;33mDense\u001b[0m)     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m)       │     \u001b[38;5;34m32,896\u001b[0m │ dropout_2[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dropout_3 (\u001b[38;5;33mDropout\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ dense_2[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]     │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ answer_output       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m748\u001b[0m)       │     \u001b[38;5;34m96,492\u001b[0m │ dropout_3[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
+       "│ (\u001b[38;5;33mDense\u001b[0m)             │                   │            │                   │\n",
+       "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
 Total params: 1,282,120 (4.89 MB)\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[1m Total params: \u001b[0m\u001b[38;5;34m1,282,120\u001b[0m (4.89 MB)\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
 Trainable params: 1,282,120 (4.89 MB)\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m1,282,120\u001b[0m (4.89 MB)\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
 Non-trainable params: 0 (0.00 B)\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[1m Non-trainable params: \u001b[0m\u001b[38;5;34m0\u001b[0m (0.00 B)\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "\n",
+    "# Function untuk membuat model\n",
+    "def create_qa_model():\n",
+    "    # Input layers\n",
+    "    context_input = Input(shape=(max_context_len,), name=\"context_input\")\n",
+    "    question_input = Input(shape=(max_question_len,), name=\"question_input\")\n",
+    "    token_input = Input(shape=(max_token_len,), name=\"token_input\")\n",
+    "    ner_input = Input(shape=(max_token_len,), name=\"ner_input\")\n",
+    "    srl_input = Input(shape=(max_token_len,), name=\"srl_input\")\n",
+    "    q_type_input = Input(shape=(q_type_vocab_size,), name=\"q_type_input\")\n",
+    "\n",
+    "    # Shared embedding layer for text\n",
+    "    text_embedding = Embedding(vocab_size, embedding_dim, name=\"text_embedding\")\n",
+    "\n",
+    "    # Embedding untuk NER dan SRL\n",
+    "    ner_embedding = Embedding(ner_vocab_size, ner_embedding_dim, name=\"ner_embedding\")(\n",
+    "        ner_input\n",
+    "    )\n",
+    "    srl_embedding = Embedding(srl_vocab_size, srl_embedding_dim, name=\"srl_embedding\")(\n",
+    "        srl_input\n",
+    "    )\n",
+    "\n",
+    "    # Apply embeddings\n",
+    "    context_embed = text_embedding(context_input)\n",
+    "    question_embed = text_embedding(question_input)\n",
+    "    token_embed = text_embedding(token_input)\n",
+    "\n",
+    "    # Bi-directional LSTM untuk context dan token-level features\n",
+    "    context_lstm = Bidirectional(\n",
+    "        LSTM(lstm_units, return_sequences=True, name=\"context_lstm\")\n",
+    "    )(context_embed)\n",
+    "    question_lstm = Bidirectional(\n",
+    "        LSTM(lstm_units, return_sequences=True, name=\"question_lstm\")\n",
+    "    )(question_embed)\n",
+    "\n",
+    "    # Concat token features (tokens, NER, SRL)\n",
+    "    token_features = Concatenate(name=\"token_features\")(\n",
+    "        [token_embed, ner_embedding, srl_embedding]\n",
+    "    )\n",
+    "    token_lstm = Bidirectional(\n",
+    "        LSTM(lstm_units, return_sequences=True, name=\"token_lstm\")\n",
+    "    )(token_features)\n",
+    "\n",
+    "    # Attention mechanism untuk context dengan memperhatikan question\n",
+    "    context_attention = tf.keras.layers.Attention(name=\"context_attention\")(\n",
+    "        [context_lstm, question_lstm]\n",
+    "    )\n",
+    "\n",
+    "    # Pool attention outputs\n",
+    "    context_att_pool = tf.keras.layers.GlobalMaxPooling1D(name=\"context_att_pool\")(\n",
+    "        context_attention\n",
+    "    )\n",
+    "    question_pool = tf.keras.layers.GlobalMaxPooling1D(name=\"question_pool\")(\n",
+    "        question_lstm\n",
+    "    )\n",
+    "    token_pool = tf.keras.layers.GlobalMaxPooling1D(name=\"token_pool\")(token_lstm)\n",
+    "\n",
+    "    # Concat all features\n",
+    "    all_features = Concatenate(name=\"all_features\")(\n",
+    "        [context_att_pool, question_pool, token_pool, q_type_input]\n",
+    "    )\n",
+    "\n",
+    "    # Dense layers\n",
+    "    x = Dense(256, activation=\"relu\", name=\"dense_1\")(all_features)\n",
+    "    x = Dropout(dropout_rate)(x)\n",
+    "    x = Dense(128, activation=\"relu\", name=\"dense_2\")(x)\n",
+    "    x = Dropout(dropout_rate)(x)\n",
+    "\n",
+    "    # Output layer untuk jawaban\n",
+    "    answer_output = Dense(\n",
+    "        answer_vocab_size, activation=\"softmax\", name=\"answer_output\"\n",
+    "    )(x)\n",
+    "\n",
+    "    # Create model\n",
+    "    model = Model(\n",
+    "        inputs=[\n",
+    "            context_input,\n",
+    "            question_input,\n",
+    "            token_input,\n",
+    "            ner_input,\n",
+    "            srl_input,\n",
+    "            q_type_input,\n",
+    "        ],\n",
+    "        outputs=answer_output,\n",
+    "    )\n",
+    "\n",
+    "    # Compile model\n",
+    "    model.compile(\n",
+    "        optimizer=\"adam\", loss=\"sparse_categorical_crossentropy\", metrics=[\"accuracy\"]\n",
+    "    )\n",
+    "\n",
+    "    return model\n",
+    "\n",
+    "\n",
+    "# Buat model\n",
+    "model = create_qa_model()\n",
+    "model.summary()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "88e9f158",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Epoch 1/50\n",
+      "\u001b[1m140/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 16ms/step - accuracy: 0.0361 - loss: 6.2416\n",
+      "Epoch 1: val_accuracy improved from -inf to 0.09825, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m6s\u001b[0m 21ms/step - accuracy: 0.0364 - loss: 6.2299 - val_accuracy: 0.0982 - val_loss: 5.1985\n",
+      "Epoch 2/50\n",
+      "\u001b[1m142/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 15ms/step - accuracy: 0.0967 - loss: 4.9762\n",
+      "Epoch 2: val_accuracy improved from 0.09825 to 0.11579, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 17ms/step - accuracy: 0.0966 - loss: 4.9756 - val_accuracy: 0.1158 - val_loss: 4.8629\n",
+      "Epoch 3/50\n",
+      "\u001b[1m142/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 15ms/step - accuracy: 0.1214 - loss: 4.6133\n",
+      "Epoch 3: val_accuracy improved from 0.11579 to 0.19649, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 17ms/step - accuracy: 0.1213 - loss: 4.6122 - val_accuracy: 0.1965 - val_loss: 4.6600\n",
+      "Epoch 4/50\n",
+      "\u001b[1m141/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 15ms/step - accuracy: 0.1587 - loss: 4.2478\n",
+      "Epoch 4: val_accuracy did not improve from 0.19649\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 16ms/step - accuracy: 0.1591 - loss: 4.2473 - val_accuracy: 0.1860 - val_loss: 4.4859\n",
+      "Epoch 5/50\n",
+      "\u001b[1m141/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 15ms/step - accuracy: 0.1761 - loss: 4.1033\n",
+      "Epoch 5: val_accuracy improved from 0.19649 to 0.20702, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 17ms/step - accuracy: 0.1763 - loss: 4.1032 - val_accuracy: 0.2070 - val_loss: 4.5443\n",
+      "Epoch 6/50\n",
+      "\u001b[1m140/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 15ms/step - accuracy: 0.2003 - loss: 3.8885\n",
+      "Epoch 6: val_accuracy improved from 0.20702 to 0.21053, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 16ms/step - accuracy: 0.2004 - loss: 3.8883 - val_accuracy: 0.2105 - val_loss: 4.4775\n",
+      "Epoch 7/50\n",
+      "\u001b[1m140/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 15ms/step - accuracy: 0.2059 - loss: 3.7035\n",
+      "Epoch 7: val_accuracy did not improve from 0.21053\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 16ms/step - accuracy: 0.2063 - loss: 3.7017 - val_accuracy: 0.2105 - val_loss: 4.4970\n",
+      "Epoch 8/50\n",
+      "\u001b[1m140/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 15ms/step - accuracy: 0.2673 - loss: 3.3854\n",
+      "Epoch 8: val_accuracy improved from 0.21053 to 0.24561, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 17ms/step - accuracy: 0.2671 - loss: 3.3868 - val_accuracy: 0.2456 - val_loss: 4.4437\n",
+      "Epoch 9/50\n",
+      "\u001b[1m142/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 15ms/step - accuracy: 0.2826 - loss: 3.2903\n",
+      "Epoch 9: val_accuracy improved from 0.24561 to 0.26667, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 17ms/step - accuracy: 0.2824 - loss: 3.2903 - val_accuracy: 0.2667 - val_loss: 4.5354\n",
+      "Epoch 10/50\n",
+      "\u001b[1m141/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 16ms/step - accuracy: 0.3219 - loss: 3.0828\n",
+      "Epoch 10: val_accuracy did not improve from 0.26667\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 17ms/step - accuracy: 0.3218 - loss: 3.0819 - val_accuracy: 0.2667 - val_loss: 4.4609\n",
+      "Epoch 11/50\n",
+      "\u001b[1m141/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 15ms/step - accuracy: 0.3562 - loss: 2.7581\n",
+      "Epoch 11: val_accuracy improved from 0.26667 to 0.27719, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 17ms/step - accuracy: 0.3557 - loss: 2.7612 - val_accuracy: 0.2772 - val_loss: 4.4004\n",
+      "Epoch 12/50\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 15ms/step - accuracy: 0.3917 - loss: 2.6122\n",
+      "Epoch 12: val_accuracy improved from 0.27719 to 0.29474, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 17ms/step - accuracy: 0.3915 - loss: 2.6129 - val_accuracy: 0.2947 - val_loss: 4.5458\n",
+      "Epoch 13/50\n",
+      "\u001b[1m141/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 16ms/step - accuracy: 0.3671 - loss: 2.6738\n",
+      "Epoch 13: val_accuracy improved from 0.29474 to 0.30526, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 18ms/step - accuracy: 0.3673 - loss: 2.6714 - val_accuracy: 0.3053 - val_loss: 4.5296\n",
+      "Epoch 14/50\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 16ms/step - accuracy: 0.3915 - loss: 2.4747\n",
+      "Epoch 14: val_accuracy improved from 0.30526 to 0.32632, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 18ms/step - accuracy: 0.3916 - loss: 2.4742 - val_accuracy: 0.3263 - val_loss: 4.5949\n",
+      "Epoch 15/50\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 16ms/step - accuracy: 0.4411 - loss: 2.2083\n",
+      "Epoch 15: val_accuracy did not improve from 0.32632\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 17ms/step - accuracy: 0.4412 - loss: 2.2083 - val_accuracy: 0.3158 - val_loss: 4.6138\n",
+      "Epoch 16/50\n",
+      "\u001b[1m142/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 18ms/step - accuracy: 0.5127 - loss: 1.9661\n",
+      "Epoch 16: val_accuracy improved from 0.32632 to 0.36491, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 19ms/step - accuracy: 0.5124 - loss: 1.9675 - val_accuracy: 0.3649 - val_loss: 4.7892\n",
+      "Epoch 17/50\n",
+      "\u001b[1m141/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 16ms/step - accuracy: 0.5086 - loss: 1.9077\n",
+      "Epoch 17: val_accuracy did not improve from 0.36491\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 17ms/step - accuracy: 0.5084 - loss: 1.9080 - val_accuracy: 0.3649 - val_loss: 5.0446\n",
+      "Epoch 18/50\n",
+      "\u001b[1m140/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 16ms/step - accuracy: 0.5385 - loss: 1.7653\n",
+      "Epoch 18: val_accuracy improved from 0.36491 to 0.37544, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 17ms/step - accuracy: 0.5380 - loss: 1.7665 - val_accuracy: 0.3754 - val_loss: 4.8941\n",
+      "Epoch 19/50\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 17ms/step - accuracy: 0.5773 - loss: 1.7061\n",
+      "Epoch 19: val_accuracy did not improve from 0.37544\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 18ms/step - accuracy: 0.5772 - loss: 1.7058 - val_accuracy: 0.3719 - val_loss: 5.1033\n",
+      "Epoch 20/50\n",
+      "\u001b[1m140/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 17ms/step - accuracy: 0.5634 - loss: 1.5120\n",
+      "Epoch 20: val_accuracy improved from 0.37544 to 0.40351, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 18ms/step - accuracy: 0.5633 - loss: 1.5138 - val_accuracy: 0.4035 - val_loss: 4.9617\n",
+      "Epoch 21/50\n",
+      "\u001b[1m141/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 16ms/step - accuracy: 0.6151 - loss: 1.3638\n",
+      "Epoch 21: val_accuracy did not improve from 0.40351\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m2s\u001b[0m 17ms/step - accuracy: 0.6148 - loss: 1.3654 - val_accuracy: 0.3895 - val_loss: 5.1762\n",
+      "Epoch 22/50\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 21ms/step - accuracy: 0.6309 - loss: 1.3643\n",
+      "Epoch 22: val_accuracy improved from 0.40351 to 0.41754, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 24ms/step - accuracy: 0.6309 - loss: 1.3640 - val_accuracy: 0.4175 - val_loss: 5.5482\n",
+      "Epoch 23/50\n",
+      "\u001b[1m142/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 23ms/step - accuracy: 0.6541 - loss: 1.2232\n",
+      "Epoch 23: val_accuracy improved from 0.41754 to 0.42456, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 26ms/step - accuracy: 0.6539 - loss: 1.2237 - val_accuracy: 0.4246 - val_loss: 5.4584\n",
+      "Epoch 24/50\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.6621 - loss: 1.0867\n",
+      "Epoch 24: val_accuracy improved from 0.42456 to 0.43509, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 28ms/step - accuracy: 0.6621 - loss: 1.0872 - val_accuracy: 0.4351 - val_loss: 5.5594\n",
+      "Epoch 25/50\n",
+      "\u001b[1m141/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.6814 - loss: 1.0853\n",
+      "Epoch 25: val_accuracy improved from 0.43509 to 0.48070, saving model to qa_lstm_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 28ms/step - accuracy: 0.6811 - loss: 1.0865 - val_accuracy: 0.4807 - val_loss: 5.6930\n",
+      "Epoch 26/50\n",
+      "\u001b[1m142/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.6909 - loss: 0.9925\n",
+      "Epoch 26: val_accuracy did not improve from 0.48070\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 27ms/step - accuracy: 0.6908 - loss: 0.9931 - val_accuracy: 0.4175 - val_loss: 6.2907\n",
+      "Epoch 27/50\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 24ms/step - accuracy: 0.7164 - loss: 0.9724\n",
+      "Epoch 27: val_accuracy did not improve from 0.48070\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 26ms/step - accuracy: 0.7162 - loss: 0.9727 - val_accuracy: 0.4526 - val_loss: 5.9290\n",
+      "Epoch 28/50\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.7475 - loss: 0.8654\n",
+      "Epoch 28: val_accuracy did not improve from 0.48070\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 27ms/step - accuracy: 0.7473 - loss: 0.8657 - val_accuracy: 0.4456 - val_loss: 6.3236\n",
+      "Epoch 29/50\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.7654 - loss: 0.7537\n",
+      "Epoch 29: val_accuracy did not improve from 0.48070\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 27ms/step - accuracy: 0.7652 - loss: 0.7541 - val_accuracy: 0.4316 - val_loss: 6.2431\n",
+      "Epoch 30/50\n",
+      "\u001b[1m142/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.7920 - loss: 0.7499\n",
+      "Epoch 30: val_accuracy did not improve from 0.48070\n",
+      "\u001b[1m143/143\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 27ms/step - accuracy: 0.7918 - loss: 0.7498 - val_accuracy: 0.4561 - val_loss: 6.8981\n",
+      "Epoch 30: early stopping\n"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "# Callback untuk menyimpan model terbaik\n",
+    "checkpoint = ModelCheckpoint(\n",
+    "    \"qa_lstm_model.h5\", monitor=\"val_accuracy\", save_best_only=True, verbose=1\n",
+    ")\n",
+    "\n",
+    "early_stop = EarlyStopping(monitor=\"val_accuracy\", patience=5, verbose=1)\n",
+    "\n",
+    "# Training\n",
+    "batch_size = 8\n",
+    "epochs = 50\n",
+    "\n",
+    "# Ubah format jawaban untuk sparse categorical crossentropy\n",
+    "train_answer_labels = train_answer[:, 0]  # Ambil indeks pertama dari jawaban\n",
+    "test_answer_labels = test_answer[:, 0]\n",
+    "\n",
+    "# Train model\n",
+    "history = model.fit(\n",
+    "    [train_context, train_question, train_token, train_ner, train_srl, train_q_type],\n",
+    "    train_answer_labels,\n",
+    "    batch_size=batch_size,\n",
+    "    epochs=epochs,\n",
+    "    validation_data=(\n",
+    "        [test_context, test_question, test_token, test_ner, test_srl, test_q_type],\n",
+    "        test_answer_labels,\n",
+    "    ),\n",
+    "    callbacks=[checkpoint, early_stop],\n",
+    ")\n",
+    "\n",
+    "model.save(\"qa_lstm_model_final.keras\")\n",
+    "\n",
+    "# Simpan tokenizer\n",
+    "tokenizer_data = {\n",
+    "    \"word_tokenizer\": tokenizer.to_json(),\n",
+    "    \"ner_tokenizer\": ner_tokenizer.to_json(),\n",
+    "    \"srl_tokenizer\": srl_tokenizer.to_json(),\n",
+    "    \"answer_tokenizer\": answer_tokenizer.to_json(),\n",
+    "    \"q_type_tokenizer\": q_type_tokenizer.to_json(),\n",
+    "    \"max_context_len\": max_context_len,\n",
+    "    \"max_question_len\": max_question_len,\n",
+    "    \"max_token_len\": max_token_len,\n",
+    "}\n",
+    "\n",
+    "with open(\"qa_tokenizers.json\", \"w\") as f:\n",
+    "    json.dump(tokenizer_data, f)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "426ad763",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/mnt/disc1/code/thesis_quiz_project/lstm-quiz/myenv/lib64/python3.10/site-packages/keras/src/saving/saving_lib.py:757: UserWarning: Skipping variable loading for optimizer 'rmsprop', because it has 29 variables whereas the saved optimizer has 56 variables. \n",
+      "  saveable.load_own_variables(weights_store.get(inner_path))\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m36/36\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 4ms/step - accuracy: 0.4400 - loss: 7.0895\n",
+      "Test Loss: 6.898097991943359\n",
+      "Test Accuracy: 0.45614033937454224\n"
+     ]
+    }
+   ],
+   "source": [
+    "model = load_model(\"qa_lstm_model_final.keras\")\n",
+    "results = model.evaluate(\n",
+    "    [test_context, test_question, test_token, test_ner, test_srl, test_q_type],\n",
+    "    test_answer_labels,\n",
+    "    batch_size=batch_size,\n",
+    ")\n",
+    "\n",
+    "print(\"Test Loss:\", results[0])\n",
+    "print(\"Test Accuracy:\", results[1])\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3cbe7470",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def predict_answer(context, question, tokens, ner, srl, q_type):\n",
+    "    # Preprocess\n",
+    "    context_seq = tokenizer.texts_to_sequences([preprocess_text(context)])\n",
+    "    question_seq = tokenizer.texts_to_sequences([preprocess_text(question)])\n",
+    "\n",
+    "    # Convert token, ner, srl dengan benar (memperhatikan format yang sama dengan data training)\n",
+    "    token_seq = [tokenizer.texts_to_sequences([\" \".join(tokens)])[0]]\n",
+    "    ner_seq = [ner_tokenizer.texts_to_sequences([\" \".join(ner)])[0]]\n",
+    "    srl_seq = [srl_tokenizer.texts_to_sequences([\" \".join(srl)])[0]]\n",
+    "\n",
+    "    # Handle tipe pertanyaan\n",
+    "    q_type_idx = q_type_tokenizer.word_index.get(q_type, 0)\n",
+    "    q_type_cat = tf.keras.utils.to_categorical(\n",
+    "        [q_type_idx], num_classes=q_type_vocab_size\n",
+    "    )\n",
+    "\n",
+    "    # Pad sequences\n",
+    "    context_pad = pad_sequences(context_seq, maxlen=max_context_len, padding=\"post\")\n",
+    "    question_pad = pad_sequences(question_seq, maxlen=max_question_len, padding=\"post\")\n",
+    "    token_pad = pad_sequences(token_seq, maxlen=max_token_len, padding=\"post\")\n",
+    "    ner_pad = pad_sequences(ner_seq, maxlen=max_token_len, padding=\"post\")\n",
+    "    srl_pad = pad_sequences(srl_seq, maxlen=max_token_len, padding=\"post\")\n",
+    "\n",
+    "    # Predict\n",
+    "    prediction = model.predict(\n",
+    "        [context_pad, question_pad, token_pad, ner_pad, srl_pad, q_type_cat]\n",
+    "    )\n",
+    "\n",
+    "    # Get answer index\n",
+    "    answer_idx = np.argmax(prediction[0])\n",
+    "\n",
+    "    # Convert to answer text\n",
+    "    for word, idx in answer_tokenizer.word_index.items():\n",
+    "        if idx == answer_idx:\n",
+    "            return word\n",
+    "\n",
+    "    return \"Unknown\"\n"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "myenv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.16"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/question_generation/question_generation_model.ipynb b/question_generation/question_generation_model.ipynb
new file mode 100644
index 0000000..53ec29f
--- /dev/null
+++ b/question_generation/question_generation_model.ipynb
@@ -0,0 +1,1288 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "02cbdb19",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2025-05-14 22:59:30.964921: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.\n",
+      "2025-05-14 22:59:30.965513: I external/local_xla/xla/tsl/cuda/cudart_stub.cc:32] Could not find cuda drivers on your machine, GPU will not be used.\n",
+      "2025-05-14 22:59:30.969003: I external/local_xla/xla/tsl/cuda/cudart_stub.cc:32] Could not find cuda drivers on your machine, GPU will not be used.\n",
+      "2025-05-14 22:59:30.976754: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:467] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "WARNING: All log messages before absl::InitializeLog() is called are written to STDERR\n",
+      "E0000 00:00:1747238370.990701  467162 cuda_dnn.cc:8579] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "E0000 00:00:1747238370.994078  467162 cuda_blas.cc:1407] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n",
+      "W0000 00:00:1747238371.004091  467162 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n",
+      "W0000 00:00:1747238371.004113  467162 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n",
+      "W0000 00:00:1747238371.004115  467162 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n",
+      "W0000 00:00:1747238371.004117  467162 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n",
+      "2025-05-14 22:59:31.007720: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n",
+      "To enable the following instructions: AVX2 AVX_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n"
+     ]
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "import json\n",
+    "import random\n",
+    "import tensorflow as tf\n",
+    "from tensorflow.keras.preprocessing.text import Tokenizer\n",
+    "from tensorflow.keras.preprocessing.sequence import pad_sequences\n",
+    "from tensorflow.keras.models import Model, load_model\n",
+    "from tensorflow.keras.layers import (\n",
+    "    Input,\n",
+    "    LSTM,\n",
+    "    Dense,\n",
+    "    Embedding,\n",
+    "    Bidirectional,\n",
+    "    Concatenate,\n",
+    "    Dropout,\n",
+    ")\n",
+    "from tensorflow.keras.callbacks import ModelCheckpoint, EarlyStopping\n",
+    "from sklearn.model_selection import train_test_split\n",
+    "import matplotlib.pyplot as plt\n",
+    "import re\n",
+    "from rouge_score import rouge_scorer\n",
+    "from nltk.translate.bleu_score import sentence_bleu\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "f9c0af74",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "# Load data\n",
+    "with open(\"data_converted.json\", \"r\") as f:\n",
+    "    data = json.load(f)\n",
+    "\n",
+    "\n",
+    "# Preprocessing function\n",
+    "def preprocess_text(text):\n",
+    "    \"\"\"Melakukan preprocessing teks dasar\"\"\"\n",
+    "    text = text.lower()\n",
+    "    text = re.sub(r\"\\s+\", \" \", text).strip()\n",
+    "    return text\n",
+    "\n",
+    "\n",
+    "# Persiapkan data untuk model prediksi pertanyaan\n",
+    "def prepare_question_prediction_data(data):\n",
+    "    \"\"\"Siapkan data untuk model prediksi pertanyaan\"\"\"\n",
+    "    contexts = []\n",
+    "    tokens_list = []\n",
+    "    ner_list = []\n",
+    "    srl_list = []\n",
+    "    questions = []\n",
+    "    q_types = []\n",
+    "\n",
+    "    for item in data:\n",
+    "        for qa in item[\"qas\"]:\n",
+    "            contexts.append(preprocess_text(item[\"context\"]))\n",
+    "            tokens_list.append(item[\"tokens\"])\n",
+    "            ner_list.append(item[\"ner\"])\n",
+    "            srl_list.append(item[\"srl\"])\n",
+    "            questions.append(preprocess_text(qa[\"question\"]))\n",
+    "            q_types.append(qa[\"type\"])\n",
+    "            # Tidak mengambil jawaban (answer) sebagai input\n",
+    "\n",
+    "    return contexts, tokens_list, ner_list, srl_list, questions, q_types\n",
+    "\n",
+    "\n",
+    "# Siapkan data\n",
+    "contexts, tokens_list, ner_list, srl_list, questions, q_types = (\n",
+    "    prepare_question_prediction_data(data)\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "952f71da",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "# Tokenizer untuk teks (context, question)\n",
+    "max_vocab_size = 10000\n",
+    "tokenizer = Tokenizer(num_words=max_vocab_size, oov_token=\"\")\n",
+    "all_texts = contexts + questions + [\" \".join(item) for item in tokens_list]\n",
+    "tokenizer.fit_on_texts(all_texts)\n",
+    "vocab_size = len(tokenizer.word_index) + 1\n",
+    "\n",
+    "# Encoding untuk NER\n",
+    "ner_tokenizer = Tokenizer(oov_token=\"\")\n",
+    "ner_tokenizer.fit_on_texts([\" \".join(ner) for ner in ner_list])\n",
+    "ner_vocab_size = len(ner_tokenizer.word_index) + 1\n",
+    "\n",
+    "# Encoding untuk SRL\n",
+    "srl_tokenizer = Tokenizer(oov_token=\"\")\n",
+    "srl_tokenizer.fit_on_texts([\" \".join(srl) for srl in srl_list])\n",
+    "srl_vocab_size = len(srl_tokenizer.word_index) + 1\n",
+    "\n",
+    "# Encoding untuk tipe pertanyaan\n",
+    "q_type_tokenizer = Tokenizer()\n",
+    "q_type_tokenizer.fit_on_texts(q_types)\n",
+    "q_type_vocab_size = len(q_type_tokenizer.word_index) + 1\n",
+    "\n",
+    "\n",
+    "# Konversi token, ner, srl ke sequences\n",
+    "def tokens_to_sequences(tokens, ner, srl):\n",
+    "    \"\"\"Konversi token, ner, dan srl ke sequences\"\"\"\n",
+    "    token_seqs = [tokenizer.texts_to_sequences([\" \".join(t)])[0] for t in tokens]\n",
+    "    ner_seqs = [ner_tokenizer.texts_to_sequences([\" \".join(n)])[0] for n in ner]\n",
+    "    srl_seqs = [srl_tokenizer.texts_to_sequences([\" \".join(s)])[0] for s in srl]\n",
+    "    return token_seqs, ner_seqs, srl_seqs\n",
+    "\n",
+    "\n",
+    "# Sequences\n",
+    "context_seqs = tokenizer.texts_to_sequences(contexts)\n",
+    "question_seqs = tokenizer.texts_to_sequences(questions)\n",
+    "token_seqs, ner_seqs, srl_seqs = tokens_to_sequences(tokens_list, ner_list, srl_list)\n",
+    "\n",
+    "# Menentukan panjang maksimum untuk padding\n",
+    "max_context_len = max([len(seq) for seq in context_seqs])\n",
+    "max_question_len = max([len(seq) for seq in question_seqs])\n",
+    "max_token_len = max([len(seq) for seq in token_seqs])\n",
+    "\n",
+    "\n",
+    "# Pad sequences untuk memastikan semua input sama panjang\n",
+    "def pad_all_sequences(context_seqs, token_seqs, ner_seqs, srl_seqs, question_seqs):\n",
+    "    \"\"\"Padding semua sequences\"\"\"\n",
+    "    context_padded = pad_sequences(context_seqs, maxlen=max_context_len, padding=\"post\")\n",
+    "    token_padded = pad_sequences(token_seqs, maxlen=max_token_len, padding=\"post\")\n",
+    "    ner_padded = pad_sequences(ner_seqs, maxlen=max_token_len, padding=\"post\")\n",
+    "    srl_padded = pad_sequences(srl_seqs, maxlen=max_token_len, padding=\"post\")\n",
+    "    question_padded = pad_sequences(\n",
+    "        question_seqs, maxlen=max_question_len, padding=\"post\"\n",
+    "    )\n",
+    "    return (\n",
+    "        context_padded,\n",
+    "        token_padded,\n",
+    "        ner_padded,\n",
+    "        srl_padded,\n",
+    "        question_padded,\n",
+    "    )\n",
+    "\n",
+    "\n",
+    "# Encode tipe pertanyaan\n",
+    "q_type_indices = []\n",
+    "for q_type in q_types:\n",
+    "    q_type_idx = q_type_tokenizer.word_index.get(q_type, 0)\n",
+    "    q_type_indices.append(q_type_idx)\n",
+    "\n",
+    "# Konversi ke numpy array\n",
+    "q_type_indices = np.array(q_type_indices)\n",
+    "\n",
+    "# One-hot encode tipe pertanyaan\n",
+    "q_type_categorical = tf.keras.utils.to_categorical(\n",
+    "    q_type_indices, num_classes=q_type_vocab_size\n",
+    ")\n",
+    "\n",
+    "# Pad sequences\n",
+    "context_padded, token_padded, ner_padded, srl_padded, question_padded = (\n",
+    "    pad_all_sequences(context_seqs, token_seqs, ner_seqs, srl_seqs, question_seqs)\n",
+    ")\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "37ffc0e5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Split data menjadi train dan test sets\n",
+    "indices = list(range(len(context_padded)))\n",
+    "train_indices, test_indices = train_test_split(indices, test_size=0.2, random_state=42)\n",
+    "\n",
+    "\n",
+    "def get_subset(data, indices):\n",
+    "    return np.array([data[i] for i in indices])\n",
+    "\n",
+    "\n",
+    "# Train data\n",
+    "train_context = get_subset(context_padded, train_indices)\n",
+    "train_token = get_subset(token_padded, train_indices)\n",
+    "train_ner = get_subset(ner_padded, train_indices)\n",
+    "train_srl = get_subset(srl_padded, train_indices)\n",
+    "train_q_type = get_subset(q_type_categorical, train_indices)\n",
+    "train_question = get_subset(question_padded, train_indices)\n",
+    "\n",
+    "# Test data\n",
+    "test_context = get_subset(context_padded, test_indices)\n",
+    "test_token = get_subset(token_padded, test_indices)\n",
+    "test_ner = get_subset(ner_padded, test_indices)\n",
+    "test_srl = get_subset(srl_padded, test_indices)\n",
+    "test_q_type = get_subset(q_type_categorical, test_indices)\n",
+    "test_question = get_subset(question_padded, test_indices)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "df580682",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2025-05-14 22:59:34.337587: E external/local_xla/xla/stream_executor/cuda/cuda_platform.cc:51] failed call to cuInit: INTERNAL: CUDA error: Failed call to cuInit: UNKNOWN ERROR (303)\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
Model: \"functional\"\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[1mModel: \"functional\"\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n",
+       "┃ Layer (type)        ┃ Output Shape      ┃    Param # ┃ Connected to      ┃\n",
+       "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n",
+       "│ context_input       │ (None, 31)        │          0 │ -                 │\n",
+       "│ (InputLayer)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ token_input         │ (None, 31)        │          0 │ -                 │\n",
+       "│ (InputLayer)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ ner_input           │ (None, 31)        │          0 │ -                 │\n",
+       "│ (InputLayer)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ srl_input           │ (None, 31)        │          0 │ -                 │\n",
+       "│ (InputLayer)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ text_embedding      │ (None, 31, 100)   │    146,000 │ context_input[0]… │\n",
+       "│ (Embedding)         │                   │            │ token_input[0][0] │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ ner_embedding       │ (None, 31, 50)    │      1,550 │ ner_input[0][0]   │\n",
+       "│ (Embedding)         │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ srl_embedding       │ (None, 31, 50)    │      1,150 │ srl_input[0][0]   │\n",
+       "│ (Embedding)         │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ bidirectional       │ (None, 31, 256)   │    234,496 │ text_embedding[0… │\n",
+       "│ (Bidirectional)     │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ token_features      │ (None, 31, 200)   │          0 │ text_embedding[1… │\n",
+       "│ (Concatenate)       │                   │            │ ner_embedding[0]… │\n",
+       "│                     │                   │            │ srl_embedding[0]… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ context_attention   │ (None, 31, 256)   │          0 │ bidirectional[0]… │\n",
+       "│ (Attention)         │                   │            │ bidirectional[0]… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ bidirectional_1     │ (None, 31, 256)   │    336,896 │ token_features[0… │\n",
+       "│ (Bidirectional)     │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ context_att_pool    │ (None, 256)       │          0 │ context_attentio… │\n",
+       "│ (GlobalMaxPooling1… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ token_pool          │ (None, 256)       │          0 │ bidirectional_1[… │\n",
+       "│ (GlobalMaxPooling1… │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ q_type_input        │ (None, 5)         │          0 │ -                 │\n",
+       "│ (InputLayer)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ all_features        │ (None, 517)       │          0 │ context_att_pool… │\n",
+       "│ (Concatenate)       │                   │            │ token_pool[0][0], │\n",
+       "│                     │                   │            │ q_type_input[0][… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dense_1 (Dense)     │ (None, 512)       │    265,216 │ all_features[0][… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dropout (Dropout)   │ (None, 512)       │          0 │ dense_1[0][0]     │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dense_2 (Dense)     │ (None, 256)       │    131,328 │ dropout[0][0]     │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dropout_1 (Dropout) │ (None, 256)       │          0 │ dense_2[0][0]     │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ decoder_input       │ (None, 256)       │     65,792 │ dropout_1[0][0]   │\n",
+       "│ (Dense)             │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ repeat_vector       │ (None, 12, 256)   │          0 │ decoder_input[0]… │\n",
+       "│ (RepeatVector)      │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ decoder_lstm (LSTM) │ (None, 12, 256)   │    525,312 │ repeat_vector[0]… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ time_distributed    │ (None, 12, 1460)  │    375,220 │ decoder_lstm[0][… │\n",
+       "│ (TimeDistributed)   │                   │            │                   │\n",
+       "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n",
+       "┃\u001b[1m \u001b[0m\u001b[1mLayer (type)       \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mOutput Shape     \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m   Param #\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mConnected to     \u001b[0m\u001b[1m \u001b[0m┃\n",
+       "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n",
+       "│ context_input       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ token_input         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ ner_input           │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ srl_input           │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ text_embedding      │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m100\u001b[0m)   │    \u001b[38;5;34m146,000\u001b[0m │ context_input[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │ token_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ ner_embedding       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m50\u001b[0m)    │      \u001b[38;5;34m1,550\u001b[0m │ ner_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
+       "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ srl_embedding       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m50\u001b[0m)    │      \u001b[38;5;34m1,150\u001b[0m │ srl_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
+       "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ bidirectional       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │    \u001b[38;5;34m234,496\u001b[0m │ text_embedding[\u001b[38;5;34m0\u001b[0m… │\n",
+       "│ (\u001b[38;5;33mBidirectional\u001b[0m)     │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ token_features      │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m200\u001b[0m)   │          \u001b[38;5;34m0\u001b[0m │ text_embedding[\u001b[38;5;34m1\u001b[0m… │\n",
+       "│ (\u001b[38;5;33mConcatenate\u001b[0m)       │                   │            │ ner_embedding[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "│                     │                   │            │ srl_embedding[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ context_attention   │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │          \u001b[38;5;34m0\u001b[0m │ bidirectional[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "│ (\u001b[38;5;33mAttention\u001b[0m)         │                   │            │ bidirectional[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ bidirectional_1     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │    \u001b[38;5;34m336,896\u001b[0m │ token_features[\u001b[38;5;34m0\u001b[0m… │\n",
+       "│ (\u001b[38;5;33mBidirectional\u001b[0m)     │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ context_att_pool    │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ context_attentio… │\n",
+       "│ (\u001b[38;5;33mGlobalMaxPooling1…\u001b[0m │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ token_pool          │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ bidirectional_1[\u001b[38;5;34m…\u001b[0m │\n",
+       "│ (\u001b[38;5;33mGlobalMaxPooling1…\u001b[0m │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ q_type_input        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m5\u001b[0m)         │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ all_features        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m517\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ context_att_pool… │\n",
+       "│ (\u001b[38;5;33mConcatenate\u001b[0m)       │                   │            │ token_pool[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m], │\n",
+       "│                     │                   │            │ q_type_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dense_1 (\u001b[38;5;33mDense\u001b[0m)     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m512\u001b[0m)       │    \u001b[38;5;34m265,216\u001b[0m │ all_features[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dropout (\u001b[38;5;33mDropout\u001b[0m)   │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m512\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ dense_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]     │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dense_2 (\u001b[38;5;33mDense\u001b[0m)     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │    \u001b[38;5;34m131,328\u001b[0m │ dropout[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]     │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ dropout_1 (\u001b[38;5;33mDropout\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ dense_2[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]     │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ decoder_input       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │     \u001b[38;5;34m65,792\u001b[0m │ dropout_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
+       "│ (\u001b[38;5;33mDense\u001b[0m)             │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ repeat_vector       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │          \u001b[38;5;34m0\u001b[0m │ decoder_input[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "│ (\u001b[38;5;33mRepeatVector\u001b[0m)      │                   │            │                   │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ decoder_lstm (\u001b[38;5;33mLSTM\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │    \u001b[38;5;34m525,312\u001b[0m │ repeat_vector[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
+       "│ time_distributed    │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m1460\u001b[0m)  │    \u001b[38;5;34m375,220\u001b[0m │ decoder_lstm[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
+       "│ (\u001b[38;5;33mTimeDistributed\u001b[0m)   │                   │            │                   │\n",
+       "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
 Total params: 2,082,960 (7.95 MB)\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[1m Total params: \u001b[0m\u001b[38;5;34m2,082,960\u001b[0m (7.95 MB)\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
 Trainable params: 2,082,960 (7.95 MB)\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m2,082,960\u001b[0m (7.95 MB)\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
 Non-trainable params: 0 (0.00 B)\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[1m Non-trainable params: \u001b[0m\u001b[38;5;34m0\u001b[0m (0.00 B)\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "embedding_dim = 100\n",
+    "lstm_units = 128\n",
+    "ner_embedding_dim = 50\n",
+    "srl_embedding_dim = 50\n",
+    "dropout_rate = 0.3\n",
+    "\n",
+    "\n",
+    "# Function untuk membuat model prediksi pertanyaan\n",
+    "def create_question_prediction_model():\n",
+    "    # Input layers\n",
+    "    context_input = Input(shape=(max_context_len,), name=\"context_input\")\n",
+    "    token_input = Input(shape=(max_token_len,), name=\"token_input\")\n",
+    "    ner_input = Input(shape=(max_token_len,), name=\"ner_input\")\n",
+    "    srl_input = Input(shape=(max_token_len,), name=\"srl_input\")\n",
+    "    q_type_input = Input(shape=(q_type_vocab_size,), name=\"q_type_input\")\n",
+    "\n",
+    "    # Shared embedding layer for text\n",
+    "    text_embedding = Embedding(vocab_size, embedding_dim, name=\"text_embedding\")\n",
+    "\n",
+    "    # Embedding untuk NER dan SRL\n",
+    "    ner_embedding = Embedding(ner_vocab_size, ner_embedding_dim, name=\"ner_embedding\")(\n",
+    "        ner_input\n",
+    "    )\n",
+    "    srl_embedding = Embedding(srl_vocab_size, srl_embedding_dim, name=\"srl_embedding\")(\n",
+    "        srl_input\n",
+    "    )\n",
+    "\n",
+    "    # Apply embeddings\n",
+    "    context_embed = text_embedding(context_input)\n",
+    "    token_embed = text_embedding(token_input)\n",
+    "\n",
+    "    # Bi-directional LSTM untuk context dan token-level features\n",
+    "    context_lstm = Bidirectional(\n",
+    "        LSTM(lstm_units, return_sequences=True, name=\"context_lstm\")\n",
+    "    )(context_embed)\n",
+    "\n",
+    "    # Concat token features (tokens, NER, SRL)\n",
+    "    token_features = Concatenate(name=\"token_features\")(\n",
+    "        [token_embed, ner_embedding, srl_embedding]\n",
+    "    )\n",
+    "    token_lstm = Bidirectional(\n",
+    "        LSTM(lstm_units, return_sequences=True, name=\"token_lstm\")\n",
+    "    )(token_features)\n",
+    "\n",
+    "    # Apply attention to context LSTM\n",
+    "    context_attention = tf.keras.layers.Attention(name=\"context_attention\")(\n",
+    "        [context_lstm, context_lstm]\n",
+    "    )\n",
+    "\n",
+    "    # Pool attention outputs\n",
+    "    context_att_pool = tf.keras.layers.GlobalMaxPooling1D(name=\"context_att_pool\")(\n",
+    "        context_attention\n",
+    "    )\n",
+    "    token_pool = tf.keras.layers.GlobalMaxPooling1D(name=\"token_pool\")(token_lstm)\n",
+    "\n",
+    "    # Concat all features (tidak ada answer feature)\n",
+    "    all_features = Concatenate(name=\"all_features\")(\n",
+    "        [context_att_pool, token_pool, q_type_input]\n",
+    "    )\n",
+    "\n",
+    "    # Dense layers with expanded capacity for sequence generation\n",
+    "    x = Dense(512, activation=\"relu\", name=\"dense_1\")(all_features)\n",
+    "    x = Dropout(dropout_rate)(x)\n",
+    "    x = Dense(256, activation=\"relu\", name=\"dense_2\")(x)\n",
+    "    x = Dropout(dropout_rate)(x)\n",
+    "\n",
+    "    # Reshape untuk sequence decoder\n",
+    "    decoder_dense = Dense(vocab_size, activation=\"softmax\", name=\"decoder_dense\")\n",
+    "\n",
+    "    # Many-to-many architecture for sequence generation\n",
+    "    # Decoder LSTM\n",
+    "    decoder_lstm = LSTM(lstm_units * 2, return_sequences=True, name=\"decoder_lstm\")\n",
+    "\n",
+    "    # Reshape untuk input ke decoder\n",
+    "    decoder_input = Dense(lstm_units * 2, activation=\"relu\", name=\"decoder_input\")(x)\n",
+    "\n",
+    "    # Decoder sequence with teacher forcing\n",
+    "    # Expand dimensionality to match expected sequence length\n",
+    "    repeated_vector = tf.keras.layers.RepeatVector(max_question_len)(decoder_input)\n",
+    "\n",
+    "    # Process through decoder LSTM\n",
+    "    decoder_outputs = decoder_lstm(repeated_vector)\n",
+    "\n",
+    "    # Apply dense layer to each timestep\n",
+    "    question_output_seq = tf.keras.layers.TimeDistributed(decoder_dense)(\n",
+    "        decoder_outputs\n",
+    "    )\n",
+    "\n",
+    "    # Create model\n",
+    "    model = Model(\n",
+    "        inputs=[\n",
+    "            context_input,\n",
+    "            token_input,\n",
+    "            ner_input,\n",
+    "            srl_input,\n",
+    "            q_type_input,\n",
+    "        ],\n",
+    "        outputs=question_output_seq,\n",
+    "    )\n",
+    "\n",
+    "    # Compile model with categorical crossentropy for sequence prediction\n",
+    "    model.compile(\n",
+    "        optimizer=\"adam\", loss=\"sparse_categorical_crossentropy\", metrics=[\"accuracy\"]\n",
+    "    )\n",
+    "\n",
+    "    return model\n",
+    "\n",
+    "\n",
+    "# Buat model\n",
+    "model = create_question_prediction_model()\n",
+    "model.summary()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "6ba404db",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Epoch 1/50\n",
+      "\u001b[1m  1/127\u001b[0m \u001b[37m━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[1m9:29\u001b[0m 5s/step - accuracy: 0.0000e+00 - loss: 7.2794"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2025-05-14 22:59:38.997189: E tensorflow/core/util/util.cc:131] oneDNN supports DT_INT32 only on platforms with AVX-512. Falling back to the default Eigen-based implementation if present.\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.5656 - loss: 3.8053\n",
+      "Epoch 1: val_accuracy improved from -inf to 0.57087, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m9s\u001b[0m 37ms/step - accuracy: 0.5658 - loss: 3.7953 - val_accuracy: 0.5709 - val_loss: 2.6996\n",
+      "Epoch 2/50\n",
+      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.5855 - loss: 2.5936\n",
+      "Epoch 2: val_accuracy improved from 0.57087 to 0.61122, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 32ms/step - accuracy: 0.5857 - loss: 2.5922 - val_accuracy: 0.6112 - val_loss: 2.5294\n",
+      "Epoch 3/50\n",
+      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.6186 - loss: 2.3447\n",
+      "Epoch 3: val_accuracy improved from 0.61122 to 0.62106, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 32ms/step - accuracy: 0.6187 - loss: 2.3432 - val_accuracy: 0.6211 - val_loss: 2.3282\n",
+      "Epoch 4/50\n",
+      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.6334 - loss: 2.1035\n",
+      "Epoch 4: val_accuracy did not improve from 0.62106\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 29ms/step - accuracy: 0.6335 - loss: 2.1030 - val_accuracy: 0.6201 - val_loss: 2.2961\n",
+      "Epoch 5/50\n",
+      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.6481 - loss: 1.9185\n",
+      "Epoch 5: val_accuracy improved from 0.62106 to 0.62139, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 28ms/step - accuracy: 0.6480 - loss: 1.9196 - val_accuracy: 0.6214 - val_loss: 2.1985\n",
+      "Epoch 6/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.6440 - loss: 1.9085\n",
+      "Epoch 6: val_accuracy improved from 0.62139 to 0.62533, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 30ms/step - accuracy: 0.6440 - loss: 1.9085 - val_accuracy: 0.6253 - val_loss: 2.1628\n",
+      "Epoch 7/50\n",
+      "\u001b[1m125/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.6489 - loss: 1.8557\n",
+      "Epoch 7: val_accuracy improved from 0.62533 to 0.62697, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 28ms/step - accuracy: 0.6489 - loss: 1.8555 - val_accuracy: 0.6270 - val_loss: 2.1144\n",
+      "Epoch 8/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 26ms/step - accuracy: 0.6594 - loss: 1.7365\n",
+      "Epoch 8: val_accuracy improved from 0.62697 to 0.63681, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 29ms/step - accuracy: 0.6594 - loss: 1.7369 - val_accuracy: 0.6368 - val_loss: 2.0357\n",
+      "Epoch 9/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 24ms/step - accuracy: 0.6580 - loss: 1.7307\n",
+      "Epoch 9: val_accuracy improved from 0.63681 to 0.64337, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 27ms/step - accuracy: 0.6580 - loss: 1.7307 - val_accuracy: 0.6434 - val_loss: 2.0130\n",
+      "Epoch 10/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.6721 - loss: 1.5986\n",
+      "Epoch 10: val_accuracy improved from 0.64337 to 0.64501, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 28ms/step - accuracy: 0.6721 - loss: 1.5991 - val_accuracy: 0.6450 - val_loss: 1.9954\n",
+      "Epoch 11/50\n",
+      "\u001b[1m125/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 24ms/step - accuracy: 0.6779 - loss: 1.5699\n",
+      "Epoch 11: val_accuracy did not improve from 0.64501\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 26ms/step - accuracy: 0.6776 - loss: 1.5714 - val_accuracy: 0.6424 - val_loss: 1.9498\n",
+      "Epoch 12/50\n",
+      "\u001b[1m125/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 23ms/step - accuracy: 0.6810 - loss: 1.5323\n",
+      "Epoch 12: val_accuracy improved from 0.64501 to 0.64993, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 26ms/step - accuracy: 0.6808 - loss: 1.5335 - val_accuracy: 0.6499 - val_loss: 1.9735\n",
+      "Epoch 13/50\n",
+      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 24ms/step - accuracy: 0.6834 - loss: 1.5085\n",
+      "Epoch 13: val_accuracy improved from 0.64993 to 0.65354, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 27ms/step - accuracy: 0.6833 - loss: 1.5089 - val_accuracy: 0.6535 - val_loss: 1.9068\n",
+      "Epoch 14/50\n",
+      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 24ms/step - accuracy: 0.6798 - loss: 1.4922\n",
+      "Epoch 14: val_accuracy did not improve from 0.65354\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 26ms/step - accuracy: 0.6799 - loss: 1.4921 - val_accuracy: 0.6496 - val_loss: 1.8996\n",
+      "Epoch 15/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 26ms/step - accuracy: 0.6862 - loss: 1.4473\n",
+      "Epoch 15: val_accuracy improved from 0.65354 to 0.65453, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 30ms/step - accuracy: 0.6862 - loss: 1.4474 - val_accuracy: 0.6545 - val_loss: 1.8677\n",
+      "Epoch 16/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.6848 - loss: 1.4202\n",
+      "Epoch 16: val_accuracy did not improve from 0.65453\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.6848 - loss: 1.4203 - val_accuracy: 0.6539 - val_loss: 1.8963\n",
+      "Epoch 17/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.6879 - loss: 1.3888\n",
+      "Epoch 17: val_accuracy improved from 0.65453 to 0.65846, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.6879 - loss: 1.3888 - val_accuracy: 0.6585 - val_loss: 1.8342\n",
+      "Epoch 18/50\n",
+      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 29ms/step - accuracy: 0.6904 - loss: 1.3864\n",
+      "Epoch 18: val_accuracy did not improve from 0.65846\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.6905 - loss: 1.3860 - val_accuracy: 0.6562 - val_loss: 1.8491\n",
+      "Epoch 19/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.6932 - loss: 1.3283\n",
+      "Epoch 19: val_accuracy improved from 0.65846 to 0.66273, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.6932 - loss: 1.3284 - val_accuracy: 0.6627 - val_loss: 1.8534\n",
+      "Epoch 20/50\n",
+      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.6984 - loss: 1.3098\n",
+      "Epoch 20: val_accuracy improved from 0.66273 to 0.66339, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.6984 - loss: 1.3101 - val_accuracy: 0.6634 - val_loss: 1.8651\n",
+      "Epoch 21/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.6995 - loss: 1.2942\n",
+      "Epoch 21: val_accuracy improved from 0.66339 to 0.66667, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.6995 - loss: 1.2941 - val_accuracy: 0.6667 - val_loss: 1.8329\n",
+      "Epoch 22/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.7113 - loss: 1.2285\n",
+      "Epoch 22: val_accuracy improved from 0.66667 to 0.66995, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.7112 - loss: 1.2287 - val_accuracy: 0.6699 - val_loss: 1.8237\n",
+      "Epoch 23/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.7184 - loss: 1.1800\n",
+      "Epoch 23: val_accuracy did not improve from 0.66995\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 30ms/step - accuracy: 0.7183 - loss: 1.1805 - val_accuracy: 0.6690 - val_loss: 1.8186\n",
+      "Epoch 24/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.7123 - loss: 1.1906\n",
+      "Epoch 24: val_accuracy did not improve from 0.66995\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 30ms/step - accuracy: 0.7123 - loss: 1.1908 - val_accuracy: 0.6690 - val_loss: 1.8289\n",
+      "Epoch 25/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.7074 - loss: 1.1998\n",
+      "Epoch 25: val_accuracy improved from 0.66995 to 0.67060, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.7074 - loss: 1.1997 - val_accuracy: 0.6706 - val_loss: 1.8420\n",
+      "Epoch 26/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.7191 - loss: 1.1513\n",
+      "Epoch 26: val_accuracy did not improve from 0.67060\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 30ms/step - accuracy: 0.7190 - loss: 1.1517 - val_accuracy: 0.6604 - val_loss: 1.8648\n",
+      "Epoch 27/50\n",
+      "\u001b[1m125/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 29ms/step - accuracy: 0.7175 - loss: 1.1522\n",
+      "Epoch 27: val_accuracy improved from 0.67060 to 0.67848, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 33ms/step - accuracy: 0.7174 - loss: 1.1526 - val_accuracy: 0.6785 - val_loss: 1.8066\n",
+      "Epoch 28/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.7166 - loss: 1.1271\n",
+      "Epoch 28: val_accuracy did not improve from 0.67848\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 27ms/step - accuracy: 0.7166 - loss: 1.1273 - val_accuracy: 0.6706 - val_loss: 1.8183\n",
+      "Epoch 29/50\n",
+      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.7264 - loss: 1.1001\n",
+      "Epoch 29: val_accuracy did not improve from 0.67848\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 27ms/step - accuracy: 0.7264 - loss: 1.1002 - val_accuracy: 0.6749 - val_loss: 1.8125\n",
+      "Epoch 30/50\n",
+      "\u001b[1m125/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 24ms/step - accuracy: 0.7377 - loss: 1.0295\n",
+      "Epoch 30: val_accuracy did not improve from 0.67848\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 27ms/step - accuracy: 0.7373 - loss: 1.0315 - val_accuracy: 0.6752 - val_loss: 1.8446\n",
+      "Epoch 31/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 26ms/step - accuracy: 0.7296 - loss: 1.0660\n",
+      "Epoch 31: val_accuracy did not improve from 0.67848\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 28ms/step - accuracy: 0.7296 - loss: 1.0662 - val_accuracy: 0.6781 - val_loss: 1.8458\n",
+      "Epoch 32/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 26ms/step - accuracy: 0.7300 - loss: 1.0442\n",
+      "Epoch 32: val_accuracy did not improve from 0.67848\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 28ms/step - accuracy: 0.7300 - loss: 1.0444 - val_accuracy: 0.6781 - val_loss: 1.8412\n",
+      "Epoch 33/50\n",
+      "\u001b[1m125/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.7419 - loss: 1.0121\n",
+      "Epoch 33: val_accuracy did not improve from 0.67848\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 27ms/step - accuracy: 0.7417 - loss: 1.0129 - val_accuracy: 0.6736 - val_loss: 1.8169\n",
+      "Epoch 34/50\n",
+      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.7399 - loss: 0.9723\n",
+      "Epoch 34: val_accuracy improved from 0.67848 to 0.68110, saving model to question_prediction_model.h5\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 32ms/step - accuracy: 0.7398 - loss: 0.9731 - val_accuracy: 0.6811 - val_loss: 1.8420\n",
+      "Epoch 35/50\n",
+      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.7402 - loss: 0.9793\n",
+      "Epoch 35: val_accuracy did not improve from 0.68110\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 30ms/step - accuracy: 0.7402 - loss: 0.9797 - val_accuracy: 0.6686 - val_loss: 1.8767\n",
+      "Epoch 36/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 29ms/step - accuracy: 0.7460 - loss: 0.9750\n",
+      "Epoch 36: val_accuracy did not improve from 0.68110\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 32ms/step - accuracy: 0.7460 - loss: 0.9751 - val_accuracy: 0.6739 - val_loss: 1.8811\n",
+      "Epoch 37/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.7546 - loss: 0.9229\n",
+      "Epoch 37: val_accuracy did not improve from 0.68110\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.7545 - loss: 0.9232 - val_accuracy: 0.6745 - val_loss: 1.8617\n",
+      "Epoch 38/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.7424 - loss: 0.9487\n",
+      "Epoch 38: val_accuracy did not improve from 0.68110\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.7424 - loss: 0.9487 - val_accuracy: 0.6804 - val_loss: 1.8202\n",
+      "Epoch 39/50\n",
+      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.7484 - loss: 0.9280\n",
+      "Epoch 39: val_accuracy did not improve from 0.68110\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 30ms/step - accuracy: 0.7485 - loss: 0.9281 - val_accuracy: 0.6736 - val_loss: 1.8549\n",
+      "Epoch 40/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 31ms/step - accuracy: 0.7468 - loss: 0.9305\n",
+      "Epoch 40: val_accuracy did not improve from 0.68110\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 33ms/step - accuracy: 0.7468 - loss: 0.9303 - val_accuracy: 0.6781 - val_loss: 1.8830\n",
+      "Epoch 41/50\n",
+      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 31ms/step - accuracy: 0.7534 - loss: 0.9027\n",
+      "Epoch 41: val_accuracy did not improve from 0.68110\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 34ms/step - accuracy: 0.7534 - loss: 0.9030 - val_accuracy: 0.6749 - val_loss: 1.8625\n",
+      "Epoch 42/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 31ms/step - accuracy: 0.7543 - loss: 0.8655\n",
+      "Epoch 42: val_accuracy did not improve from 0.68110\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 34ms/step - accuracy: 0.7542 - loss: 0.8658 - val_accuracy: 0.6722 - val_loss: 1.8615\n",
+      "Epoch 43/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 30ms/step - accuracy: 0.7573 - loss: 0.8701\n",
+      "Epoch 43: val_accuracy did not improve from 0.68110\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 33ms/step - accuracy: 0.7572 - loss: 0.8703 - val_accuracy: 0.6732 - val_loss: 1.8650\n",
+      "Epoch 44/50\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 30ms/step - accuracy: 0.7495 - loss: 0.8897\n",
+      "Epoch 44: val_accuracy did not improve from 0.68110\n",
+      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 32ms/step - accuracy: 0.7495 - loss: 0.8896 - val_accuracy: 0.6808 - val_loss: 1.8494\n",
+      "Epoch 44: early stopping\n"
+     ]
+    }
+   ],
+   "source": [
+    "checkpoint = ModelCheckpoint(\n",
+    "    \"question_prediction_model.h5\",\n",
+    "    monitor=\"val_accuracy\",\n",
+    "    save_best_only=True,\n",
+    "    verbose=1,\n",
+    ")\n",
+    "\n",
+    "early_stop = EarlyStopping(monitor=\"val_accuracy\", patience=10, verbose=1)\n",
+    "\n",
+    "# Reshaping question data for sequence-to-sequence training\n",
+    "# We need to reshape to (samples, max_question_len, 1) for sparse categorical crossentropy\n",
+    "train_question_target = np.expand_dims(train_question, -1)\n",
+    "test_question_target = np.expand_dims(test_question, -1)\n",
+    "\n",
+    "# Training parameters\n",
+    "batch_size = 8\n",
+    "epochs = 50\n",
+    "\n",
+    "# Train model\n",
+    "history = model.fit(\n",
+    "    [train_context, train_token, train_ner, train_srl, train_q_type],\n",
+    "    train_question_target,\n",
+    "    batch_size=batch_size,\n",
+    "    epochs=epochs,\n",
+    "    validation_data=(\n",
+    "        [test_context, test_token, test_ner, test_srl, test_q_type],\n",
+    "        test_question_target,\n",
+    "    ),\n",
+    "    callbacks=[checkpoint, early_stop],\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "184209bc",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "
"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "# Plot training history\n",
+    "plt.figure(figsize=(12, 4))\n",
+    "plt.subplot(1, 2, 1)\n",
+    "plt.plot(history.history[\"accuracy\"])\n",
+    "plt.plot(history.history[\"val_accuracy\"])\n",
+    "plt.title(\"Model Accuracy\")\n",
+    "plt.ylabel(\"Accuracy\")\n",
+    "plt.xlabel(\"Epoch\")\n",
+    "plt.legend([\"Train\", \"Validation\"], loc=\"upper left\")\n",
+    "\n",
+    "plt.subplot(1, 2, 2)\n",
+    "plt.plot(history.history[\"loss\"])\n",
+    "plt.plot(history.history[\"val_loss\"])\n",
+    "plt.title(\"Model Loss\")\n",
+    "plt.ylabel(\"Loss\")\n",
+    "plt.xlabel(\"Epoch\")\n",
+    "plt.legend([\"Train\", \"Validation\"], loc=\"upper left\")\n",
+    "plt.tight_layout()\n",
+    "plt.savefig(\"question_prediction_training_history.png\")\n",
+    "plt.show()\n",
+    "\n",
+    "# Simpan model dan tokenizer\n",
+    "model.save(\"question_prediction_model_final.h5\")\n",
+    "\n",
+    "# Simpan tokenizer\n",
+    "tokenizer_data = {\n",
+    "    \"word_tokenizer\": tokenizer.to_json(),\n",
+    "    \"ner_tokenizer\": ner_tokenizer.to_json(),\n",
+    "    \"srl_tokenizer\": srl_tokenizer.to_json(),\n",
+    "    \"q_type_tokenizer\": q_type_tokenizer.to_json(),\n",
+    "    \"max_context_len\": max_context_len,\n",
+    "    \"max_question_len\": max_question_len,\n",
+    "    \"max_token_len\": max_token_len,\n",
+    "}\n",
+    "\n",
+    "with open(\"question_prediction_tokenizers.json\", \"w\") as f:\n",
+    "    json.dump(tokenizer_data, f)\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "71ec455a",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:absl:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "Model Performance Metrics:\n",
+      "Average BLEU Score: 3.06%\n",
+      "Average ROUGE-1 Score: 38.89%\n",
+      "Average ROUGE-2 Score: 13.38%\n",
+      "Average ROUGE-L Score: 38.55%\n"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "# Fungsi untuk memprediksi pertanyaan\n",
+    "def predict_question(context, tokens, ner, srl, q_type):\n",
+    "    context = preprocess_text(context)\n",
+    "\n",
+    "    context_seq = tokenizer.texts_to_sequences([context])[0]\n",
+    "    token_seq = tokenizer.texts_to_sequences([\" \".join(tokens)])[0]\n",
+    "    ner_seq = ner_tokenizer.texts_to_sequences([\" \".join(ner)])[0]\n",
+    "    srl_seq = srl_tokenizer.texts_to_sequences([\" \".join(srl)])[0]\n",
+    "\n",
+    "    context_padded = pad_sequences(\n",
+    "        [context_seq], maxlen=max_context_len, padding=\"post\"\n",
+    "    )\n",
+    "    token_padded = pad_sequences([token_seq], maxlen=max_token_len, padding=\"post\")\n",
+    "    ner_padded = pad_sequences([ner_seq], maxlen=max_token_len, padding=\"post\")\n",
+    "    srl_padded = pad_sequences([srl_seq], maxlen=max_token_len, padding=\"post\")\n",
+    "\n",
+    "    # Q-type one-hot encoding\n",
+    "    q_type_idx = q_type_tokenizer.word_index.get(q_type, 0)\n",
+    "    q_type_one_hot = tf.keras.utils.to_categorical(\n",
+    "        [q_type_idx], num_classes=q_type_vocab_size\n",
+    "    )\n",
+    "\n",
+    "    # Predict\n",
+    "    pred = model.predict(\n",
+    "        [context_padded, token_padded, ner_padded, srl_padded, q_type_one_hot],\n",
+    "        verbose=0,\n",
+    "    )\n",
+    "\n",
+    "    # Convert prediction to words\n",
+    "    pred_seq = np.argmax(pred[0], axis=1)\n",
+    "\n",
+    "    # Convert indices to words\n",
+    "    reverse_word_map = {v: k for k, v in tokenizer.word_index.items()}\n",
+    "    pred_words = [reverse_word_map.get(i, \"\") for i in pred_seq if i != 0]\n",
+    "\n",
+    "    return \" \".join(pred_words)\n",
+    "\n",
+    "\n",
+    "def evaluate_model_performance(test_data):\n",
+    "\n",
+    "    # Initialize ROUGE scorer\n",
+    "    scorer = rouge_scorer.RougeScorer([\"rouge1\", \"rouge2\", \"rougeL\"], use_stemmer=True)\n",
+    "\n",
+    "    # Lists to store scores\n",
+    "    bleu_scores = []\n",
+    "    rouge1_scores = []\n",
+    "    rouge2_scores = []\n",
+    "    rougel_scores = []\n",
+    "\n",
+    "    # Iterate through test data\n",
+    "    for i in range(len(test_data)):\n",
+    "        # Get test sample\n",
+    "        sample_context = contexts[test_data[i]]\n",
+    "        sample_tokens = tokens_list[test_data[i]]\n",
+    "        sample_ner = ner_list[test_data[i]]\n",
+    "        sample_srl = srl_list[test_data[i]]\n",
+    "        sample_q_type = q_types[test_data[i]]\n",
+    "        actual_question = questions[test_data[i]]\n",
+    "\n",
+    "        # Predict question\n",
+    "        pred_question = predict_question(\n",
+    "            sample_context, sample_tokens, sample_ner, sample_srl, sample_q_type\n",
+    "        )\n",
+    "\n",
+    "        # Tokenize for BLEU score\n",
+    "        actual_tokens = actual_question.split()\n",
+    "        pred_tokens = pred_question.split()\n",
+    "\n",
+    "        # Calculate BLEU score\n",
+    "        # Using unigram, bigram, trigram, and 4-gram\n",
+    "        # print(\"kaliamt aktual\", actual_tokens)\n",
+    "        # print(\"kaliamt prediksi\", pred_tokens)\n",
+    "        bleu_score = sentence_bleu([actual_tokens], pred_tokens)\n",
+    "        bleu_scores.append(bleu_score)\n",
+    "\n",
+    "        try:\n",
+    "            rouge_scores = scorer.score(actual_question, pred_question)\n",
+    "\n",
+    "            # Extract F1 scores\n",
+    "            rouge1_scores.append(rouge_scores[\"rouge1\"].fmeasure)\n",
+    "            rouge2_scores.append(rouge_scores[\"rouge2\"].fmeasure)\n",
+    "            rougel_scores.append(rouge_scores[\"rougeL\"].fmeasure)\n",
+    "        except Exception as e:\n",
+    "            print(f\"Error calculating ROUGE score: {e}\")\n",
+    "\n",
+    "    # Calculate average scores\n",
+    "    results = {\n",
+    "        \"avg_bleu_score\": np.mean(bleu_scores),\n",
+    "        \"avg_rouge1\": np.mean(rouge1_scores),\n",
+    "        \"avg_rouge2\": np.mean(rouge2_scores),\n",
+    "        \"avg_rougel\": np.mean(rougel_scores),\n",
+    "    }\n",
+    "\n",
+    "    return results\n",
+    "\n",
+    "\n",
+    "loaded_model = load_model(\"question_prediction_model_final.h5\")\n",
+    "\n",
+    "with open(\"question_prediction_tokenizers.json\", \"r\") as f:\n",
+    "    tokenizer_data = json.load(f)\n",
+    "\n",
+    "# Ambil beberapa sampel dari data test\n",
+    "sample_idx = random.randint(0, len(test_indices) - 1)\n",
+    "sample_context = contexts[test_indices[sample_idx]]\n",
+    "sample_tokens = tokens_list[test_indices[sample_idx]]\n",
+    "sample_ner = ner_list[test_indices[sample_idx]]\n",
+    "sample_srl = srl_list[test_indices[sample_idx]]\n",
+    "sample_q_type = q_types[test_indices[sample_idx]]\n",
+    "\n",
+    "performance_metrics = evaluate_model_performance(test_indices)\n",
+    "\n",
+    "print(\"\\nModel Performance Metrics:\")\n",
+    "print(f\"Average BLEU Score: {performance_metrics['avg_bleu_score'] * 100:.2f}%\")\n",
+    "print(f\"Average ROUGE-1 Score: {performance_metrics['avg_rouge1'] * 100:.2f}%\")\n",
+    "print(f\"Average ROUGE-2 Score: {performance_metrics['avg_rouge2'] * 100:.2f}%\")\n",
+    "print(f\"Average ROUGE-L Score: {performance_metrics['avg_rougel'] * 100:.2f}%\")\n"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "myenv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.16"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/question_generation/question_model.py b/question_generation/question_model.py
new file mode 100644
index 0000000..6ed30c8
--- /dev/null
+++ b/question_generation/question_model.py
@@ -0,0 +1,357 @@
+import numpy as np
+import pandas as pd
+import json
+import random
+import tensorflow as tf
+from tensorflow.keras.preprocessing.text import Tokenizer
+from tensorflow.keras.preprocessing.sequence import pad_sequences
+from tensorflow.keras.models import Model, load_model
+from tensorflow.keras.layers import (
+    Input,
+    LSTM,
+    Dense,
+    Embedding,
+    Bidirectional,
+    Concatenate,
+    Attention,
+    Dropout,
+)
+from tensorflow.keras.callbacks import ModelCheckpoint, EarlyStopping
+from sklearn.model_selection import train_test_split
+import matplotlib.pyplot as plt
+import re
+import string
+from collections import Counter
+
+# Load data
+with open("data_converted.json", "r") as f:
+    data = json.load(f)
+
+
+# Preprocessing function
+def preprocess_text(text):
+    """Melakukan preprocessing teks dasar"""
+    text = text.lower()
+    text = re.sub(r"\s+", " ", text).strip()
+    return text
+
+
+# Persiapkan data untuk model prediksi pertanyaan
+def prepare_question_prediction_data(data):
+    """Siapkan data untuk model prediksi pertanyaan"""
+    contexts = []
+    tokens_list = []
+    ner_list = []
+    srl_list = []
+    questions = []
+    answers = []
+    q_types = []
+
+    for item in data:
+        for qa in item["qas"]:
+            contexts.append(preprocess_text(item["context"]))
+            tokens_list.append(item["tokens"])
+            ner_list.append(item["ner"])
+            srl_list.append(item["srl"])
+            questions.append(preprocess_text(qa["question"]))
+            q_types.append(qa["type"])
+
+    return contexts, tokens_list, ner_list, srl_list, questions, q_types
+
+
+# Siapkan data
+contexts, tokens_list, ner_list, srl_list, questions, q_types = (
+    prepare_question_prediction_data(data)
+)
+
+# Tokenizer untuk teks (context, question, answer)
+max_vocab_size = 10000
+tokenizer = Tokenizer(num_words=max_vocab_size, oov_token="")
+all_texts = contexts + questions + [" ".join(item) for item in tokens_list]
+tokenizer.fit_on_texts(all_texts)
+vocab_size = len(tokenizer.word_index) + 1
+
+# Encoding untuk NER
+ner_tokenizer = Tokenizer(oov_token="")
+ner_tokenizer.fit_on_texts([" ".join(ner) for ner in ner_list])
+ner_vocab_size = len(ner_tokenizer.word_index) + 1
+
+# Encoding untuk SRL
+srl_tokenizer = Tokenizer(oov_token="")
+srl_tokenizer.fit_on_texts([" ".join(srl) for srl in srl_list])
+srl_vocab_size = len(srl_tokenizer.word_index) + 1
+
+# Encoding untuk tipe pertanyaan
+q_type_tokenizer = Tokenizer()
+q_type_tokenizer.fit_on_texts(q_types)
+q_type_vocab_size = len(q_type_tokenizer.word_index) + 1
+
+
+# Konversi token, ner, srl ke sequences
+def tokens_to_sequences(tokens, ner, srl):
+    """Konversi token, ner, dan srl ke sequences"""
+    token_seqs = [tokenizer.texts_to_sequences([" ".join(t)])[0] for t in tokens]
+    ner_seqs = [ner_tokenizer.texts_to_sequences([" ".join(n)])[0] for n in ner]
+    srl_seqs = [srl_tokenizer.texts_to_sequences([" ".join(s)])[0] for s in srl]
+    return token_seqs, ner_seqs, srl_seqs
+
+
+# Sequences
+context_seqs = tokenizer.texts_to_sequences(contexts)
+question_seqs = tokenizer.texts_to_sequences(questions)
+token_seqs, ner_seqs, srl_seqs = tokens_to_sequences(tokens_list, ner_list, srl_list)
+
+# Menentukan panjang maksimum untuk padding
+max_context_len = max([len(seq) for seq in context_seqs])
+max_question_len = max([len(seq) for seq in question_seqs])
+max_token_len = max([len(seq) for seq in token_seqs])
+
+
+# Pad sequences untuk memastikan semua input sama panjang
+def pad_all_sequences(context_seqs, token_seqs, ner_seqs, srl_seqs, question_seqs):
+    """Padding semua sequences"""
+    context_padded = pad_sequences(context_seqs, maxlen=max_context_len, padding="post")
+    token_padded = pad_sequences(token_seqs, maxlen=max_token_len, padding="post")
+    ner_padded = pad_sequences(ner_seqs, maxlen=max_token_len, padding="post")
+    srl_padded = pad_sequences(srl_seqs, maxlen=max_token_len, padding="post")
+    question_padded = pad_sequences(
+        question_seqs, maxlen=max_question_len, padding="post"
+    )
+    return (
+        context_padded,
+        token_padded,
+        ner_padded,
+        srl_padded,
+        question_padded,
+    )
+
+
+# Encode tipe pertanyaan
+q_type_indices = []
+for q_type in q_types:
+    q_type_idx = q_type_tokenizer.word_index.get(q_type, 0)
+    q_type_indices.append(q_type_idx)
+
+# Konversi ke numpy array
+q_type_indices = np.array(q_type_indices)
+
+# One-hot encode tipe pertanyaan
+q_type_categorical = tf.keras.utils.to_categorical(
+    q_type_indices, num_classes=q_type_vocab_size
+)
+
+# Pad sequences
+context_padded, token_padded, ner_padded, srl_padded, question_padded = (
+    pad_all_sequences(context_seqs, token_seqs, ner_seqs, srl_seqs, question_seqs)
+)
+
+# Split data menjadi train dan test sets
+indices = list(range(len(context_padded)))
+train_indices, test_indices = train_test_split(indices, test_size=0.2, random_state=42)
+
+
+# Fungsi untuk mendapatkan subset dari data berdasarkan indices
+def get_subset(data, indices):
+    return np.array([data[i] for i in indices])
+
+
+# Train data
+train_context = get_subset(context_padded, train_indices)
+train_token = get_subset(token_padded, train_indices)
+train_ner = get_subset(ner_padded, train_indices)
+train_srl = get_subset(srl_padded, train_indices)
+train_q_type = get_subset(q_type_categorical, train_indices)
+train_question = get_subset(question_padded, train_indices)
+
+# Test data
+test_context = get_subset(context_padded, test_indices)
+test_token = get_subset(token_padded, test_indices)
+test_ner = get_subset(ner_padded, test_indices)
+test_srl = get_subset(srl_padded, test_indices)
+test_q_type = get_subset(q_type_categorical, test_indices)
+test_question = get_subset(question_padded, test_indices)
+
+# Hyperparameters
+embedding_dim = 100
+lstm_units = 128
+ner_embedding_dim = 50
+srl_embedding_dim = 50
+dropout_rate = 0.3
+
+
+# Function untuk membuat model prediksi pertanyaan
+def create_question_prediction_model():
+    # Input layers
+    context_input = Input(shape=(max_context_len,), name="context_input")
+    token_input = Input(shape=(max_token_len,), name="token_input")
+    ner_input = Input(shape=(max_token_len,), name="ner_input")
+    srl_input = Input(shape=(max_token_len,), name="srl_input")
+    q_type_input = Input(shape=(q_type_vocab_size,), name="q_type_input")
+
+    # Shared embedding layer for text
+    text_embedding = Embedding(vocab_size, embedding_dim, name="text_embedding")
+
+    # Embedding untuk NER dan SRL
+    ner_embedding = Embedding(ner_vocab_size, ner_embedding_dim, name="ner_embedding")(
+        ner_input
+    )
+    srl_embedding = Embedding(srl_vocab_size, srl_embedding_dim, name="srl_embedding")(
+        srl_input
+    )
+
+    # Apply embeddings
+    context_embed = text_embedding(context_input)
+    token_embed = text_embedding(token_input)
+
+    # Bi-directional LSTM untuk context dan token-level features
+    context_lstm = Bidirectional(
+        LSTM(lstm_units, return_sequences=True, name="context_lstm")
+    )(context_embed)
+
+    # Concat token features (tokens, NER, SRL)
+    token_features = Concatenate(name="token_features")(
+        [token_embed, ner_embedding, srl_embedding]
+    )
+    token_lstm = Bidirectional(
+        LSTM(lstm_units, return_sequences=True, name="token_lstm")
+    )(token_features)
+
+    context_attention = tf.keras.layers.Attention(name="context_attention")(
+        context_lstm
+    )
+
+    # Pool attention outputs
+    context_att_pool = tf.keras.layers.GlobalMaxPooling1D(name="context_att_pool")(
+        context_attention
+    )
+    token_pool = tf.keras.layers.GlobalMaxPooling1D(name="token_pool")(token_lstm)
+
+    # Concat all features
+    all_features = Concatenate(name="all_features")(
+        [context_att_pool, token_pool, q_type_input]
+    )
+
+    # Dense layers with expanded capacity for sequence generation
+    x = Dense(512, activation="relu", name="dense_1")(all_features)
+    x = Dropout(dropout_rate)(x)
+    x = Dense(256, activation="relu", name="dense_2")(x)
+    x = Dropout(dropout_rate)(x)
+
+    # Reshape untuk sequence decoder
+    decoder_dense = Dense(vocab_size, activation="softmax", name="decoder_dense")
+
+    # Many-to-many architecture for sequence generation
+    # Decoder LSTM
+    decoder_lstm = LSTM(lstm_units * 2, return_sequences=True, name="decoder_lstm")
+
+    # Reshape untuk input ke decoder
+    decoder_input = Dense(lstm_units * 2, activation="relu", name="decoder_input")(x)
+    decoder_input_reshaped = tf.keras.layers.Reshape((1, lstm_units * 2))(decoder_input)
+
+    # Decoder sequence with teacher forcing
+    # Expand dimensionality to match expected sequence length
+    repeated_vector = tf.keras.layers.RepeatVector(max_question_len)(decoder_input)
+
+    # Process through decoder LSTM
+    decoder_outputs = decoder_lstm(repeated_vector)
+
+    # Apply dense layer to each timestep
+    question_output_seq = tf.keras.layers.TimeDistributed(decoder_dense)(
+        decoder_outputs
+    )
+
+    # Create model
+    model = Model(
+        inputs=[
+            context_input,
+            token_input,
+            ner_input,
+            srl_input,
+            q_type_input,
+        ],
+        outputs=question_output_seq,
+    )
+
+    # Compile model with categorical crossentropy for sequence prediction
+    model.compile(
+        optimizer="adam", loss="sparse_categorical_crossentropy", metrics=["accuracy"]
+    )
+
+    return model
+
+
+# Buat model
+model = create_question_prediction_model()
+model.summary()
+
+# Callback untuk menyimpan model terbaik
+checkpoint = ModelCheckpoint(
+    "question_prediction_model.h5",
+    monitor="val_accuracy",
+    save_best_only=True,
+    verbose=1,
+)
+
+early_stop = EarlyStopping(monitor="val_accuracy", patience=10, verbose=1)
+
+# Reshaping question data for sequence-to-sequence training
+# We need to reshape to (samples, max_question_len, 1) for sparse categorical crossentropy
+train_question_target = np.expand_dims(train_question, -1)
+test_question_target = np.expand_dims(test_question, -1)
+
+# Training parameters
+batch_size = 8
+epochs = 50
+
+# Train model
+history = model.fit(
+    [train_context, train_token, train_ner, train_srl, train_q_type],
+    train_question_target,
+    batch_size=batch_size,
+    epochs=epochs,
+    validation_data=(
+        [test_context, test_token, test_ner, test_srl, test_q_type],
+        test_question_target,
+    ),
+    callbacks=[checkpoint, early_stop],
+)
+
+# # Plot training history
+# plt.figure(figsize=(12, 4))
+# plt.subplot(1, 2, 1)
+# plt.plot(history.history['accuracy'])
+# plt.plot(history.history['val_accuracy'])
+# plt.title('Model Accuracy')
+# plt.ylabel('Accuracy')
+# plt.xlabel('Epoch')
+# plt.legend(['Train', 'Validation'], loc='upper left')
+
+# plt.subplot(1, 2, 2)
+# plt.plot(history.history['loss'])
+# plt.plot(history.history['val_loss'])
+# plt.title('Model Loss')
+# plt.ylabel('Loss')
+# plt.xlabel('Epoch')
+# plt.legend(['Train', 'Validation'], loc='upper left')
+# plt.tight_layout()
+# plt.savefig('question_prediction_training_history.png')
+# plt.show()
+
+# Simpan model dan tokenizer
+model.save("question_prediction_model_final.h5")
+
+# Simpan tokenizer
+tokenizer_data = {
+    "word_tokenizer": tokenizer.to_json(),
+    "ner_tokenizer": ner_tokenizer.to_json(),
+    "srl_tokenizer": srl_tokenizer.to_json(),
+    "q_type_tokenizer": q_type_tokenizer.to_json(),
+    "max_context_len": max_context_len,
+    "max_question_len": max_question_len,
+    "max_token_len": max_token_len,
+}
+
+with open("question_prediction_tokenizers.json", "w") as f:
+    json.dump(tokenizer_data, f)
+
+print("Model dan tokenizer untuk prediksi pertanyaan berhasil disimpan!")
diff --git a/question_generation/question_model_v2.py b/question_generation/question_model_v2.py
new file mode 100644
index 0000000..4b65dbe
--- /dev/null
+++ b/question_generation/question_model_v2.py
@@ -0,0 +1,473 @@
+import numpy as np
+import json
+import random
+import tensorflow as tf
+from tensorflow.keras.preprocessing.text import Tokenizer
+from tensorflow.keras.preprocessing.sequence import pad_sequences
+from tensorflow.keras.models import Model, load_model
+from tensorflow.keras.layers import (
+    Input,
+    LSTM,
+    Dense,
+    Embedding,
+    Bidirectional,
+    Concatenate,
+    Dropout,
+)
+from tensorflow.keras.callbacks import ModelCheckpoint, EarlyStopping
+from sklearn.model_selection import train_test_split
+import matplotlib.pyplot as plt
+import re
+from rouge_score import rouge_scorer
+from nltk.translate.bleu_score import sentence_bleu
+
+# Load data
+with open("data_converted.json", "r") as f:
+    data = json.load(f)
+
+
+# Preprocessing function
+def preprocess_text(text):
+    """Melakukan preprocessing teks dasar"""
+    text = text.lower()
+    text = re.sub(r"\s+", " ", text).strip()
+    return text
+
+
+# Persiapkan data untuk model prediksi pertanyaan
+def prepare_question_prediction_data(data):
+    """Siapkan data untuk model prediksi pertanyaan"""
+    contexts = []
+    tokens_list = []
+    ner_list = []
+    srl_list = []
+    questions = []
+    q_types = []
+
+    for item in data:
+        for qa in item["qas"]:
+            contexts.append(preprocess_text(item["context"]))
+            tokens_list.append(item["tokens"])
+            ner_list.append(item["ner"])
+            srl_list.append(item["srl"])
+            questions.append(preprocess_text(qa["question"]))
+            q_types.append(qa["type"])
+            # Tidak mengambil jawaban (answer) sebagai input
+
+    return contexts, tokens_list, ner_list, srl_list, questions, q_types
+
+
+# Siapkan data
+contexts, tokens_list, ner_list, srl_list, questions, q_types = (
+    prepare_question_prediction_data(data)
+)
+
+# Tokenizer untuk teks (context, question)
+max_vocab_size = 10000
+tokenizer = Tokenizer(num_words=max_vocab_size, oov_token="")
+all_texts = contexts + questions + [" ".join(item) for item in tokens_list]
+tokenizer.fit_on_texts(all_texts)
+vocab_size = len(tokenizer.word_index) + 1
+
+# Encoding untuk NER
+ner_tokenizer = Tokenizer(oov_token="")
+ner_tokenizer.fit_on_texts([" ".join(ner) for ner in ner_list])
+ner_vocab_size = len(ner_tokenizer.word_index) + 1
+
+# Encoding untuk SRL
+srl_tokenizer = Tokenizer(oov_token="")
+srl_tokenizer.fit_on_texts([" ".join(srl) for srl in srl_list])
+srl_vocab_size = len(srl_tokenizer.word_index) + 1
+
+# Encoding untuk tipe pertanyaan
+q_type_tokenizer = Tokenizer()
+q_type_tokenizer.fit_on_texts(q_types)
+q_type_vocab_size = len(q_type_tokenizer.word_index) + 1
+
+
+# Konversi token, ner, srl ke sequences
+def tokens_to_sequences(tokens, ner, srl):
+    """Konversi token, ner, dan srl ke sequences"""
+    token_seqs = [tokenizer.texts_to_sequences([" ".join(t)])[0] for t in tokens]
+    ner_seqs = [ner_tokenizer.texts_to_sequences([" ".join(n)])[0] for n in ner]
+    srl_seqs = [srl_tokenizer.texts_to_sequences([" ".join(s)])[0] for s in srl]
+    return token_seqs, ner_seqs, srl_seqs
+
+
+# Sequences
+context_seqs = tokenizer.texts_to_sequences(contexts)
+question_seqs = tokenizer.texts_to_sequences(questions)
+token_seqs, ner_seqs, srl_seqs = tokens_to_sequences(tokens_list, ner_list, srl_list)
+
+# Menentukan panjang maksimum untuk padding
+max_context_len = max([len(seq) for seq in context_seqs])
+max_question_len = max([len(seq) for seq in question_seqs])
+max_token_len = max([len(seq) for seq in token_seqs])
+
+
+# Pad sequences untuk memastikan semua input sama panjang
+def pad_all_sequences(context_seqs, token_seqs, ner_seqs, srl_seqs, question_seqs):
+    """Padding semua sequences"""
+    context_padded = pad_sequences(context_seqs, maxlen=max_context_len, padding="post")
+    token_padded = pad_sequences(token_seqs, maxlen=max_token_len, padding="post")
+    ner_padded = pad_sequences(ner_seqs, maxlen=max_token_len, padding="post")
+    srl_padded = pad_sequences(srl_seqs, maxlen=max_token_len, padding="post")
+    question_padded = pad_sequences(
+        question_seqs, maxlen=max_question_len, padding="post"
+    )
+    return (
+        context_padded,
+        token_padded,
+        ner_padded,
+        srl_padded,
+        question_padded,
+    )
+
+
+# Encode tipe pertanyaan
+q_type_indices = []
+for q_type in q_types:
+    q_type_idx = q_type_tokenizer.word_index.get(q_type, 0)
+    q_type_indices.append(q_type_idx)
+
+# Konversi ke numpy array
+q_type_indices = np.array(q_type_indices)
+
+# One-hot encode tipe pertanyaan
+q_type_categorical = tf.keras.utils.to_categorical(
+    q_type_indices, num_classes=q_type_vocab_size
+)
+
+# Pad sequences
+context_padded, token_padded, ner_padded, srl_padded, question_padded = (
+    pad_all_sequences(context_seqs, token_seqs, ner_seqs, srl_seqs, question_seqs)
+)
+
+# Split data menjadi train dan test sets
+indices = list(range(len(context_padded)))
+train_indices, test_indices = train_test_split(indices, test_size=0.2, random_state=42)
+
+
+# Fungsi untuk mendapatkan subset dari data berdasarkan indices
+def get_subset(data, indices):
+    return np.array([data[i] for i in indices])
+
+
+# Train data
+train_context = get_subset(context_padded, train_indices)
+train_token = get_subset(token_padded, train_indices)
+train_ner = get_subset(ner_padded, train_indices)
+train_srl = get_subset(srl_padded, train_indices)
+train_q_type = get_subset(q_type_categorical, train_indices)
+train_question = get_subset(question_padded, train_indices)
+
+# Test data
+test_context = get_subset(context_padded, test_indices)
+test_token = get_subset(token_padded, test_indices)
+test_ner = get_subset(ner_padded, test_indices)
+test_srl = get_subset(srl_padded, test_indices)
+test_q_type = get_subset(q_type_categorical, test_indices)
+test_question = get_subset(question_padded, test_indices)
+
+# Hyperparameters
+embedding_dim = 100
+lstm_units = 128
+ner_embedding_dim = 50
+srl_embedding_dim = 50
+dropout_rate = 0.3
+
+
+# Function untuk membuat model prediksi pertanyaan
+def create_question_prediction_model():
+    # Input layers
+    context_input = Input(shape=(max_context_len,), name="context_input")
+    token_input = Input(shape=(max_token_len,), name="token_input")
+    ner_input = Input(shape=(max_token_len,), name="ner_input")
+    srl_input = Input(shape=(max_token_len,), name="srl_input")
+    q_type_input = Input(shape=(q_type_vocab_size,), name="q_type_input")
+
+    # Shared embedding layer for text
+    text_embedding = Embedding(vocab_size, embedding_dim, name="text_embedding")
+
+    # Embedding untuk NER dan SRL
+    ner_embedding = Embedding(ner_vocab_size, ner_embedding_dim, name="ner_embedding")(
+        ner_input
+    )
+    srl_embedding = Embedding(srl_vocab_size, srl_embedding_dim, name="srl_embedding")(
+        srl_input
+    )
+
+    # Apply embeddings
+    context_embed = text_embedding(context_input)
+    token_embed = text_embedding(token_input)
+
+    # Bi-directional LSTM untuk context dan token-level features
+    context_lstm = Bidirectional(
+        LSTM(lstm_units, return_sequences=True, name="context_lstm")
+    )(context_embed)
+
+    # Concat token features (tokens, NER, SRL)
+    token_features = Concatenate(name="token_features")(
+        [token_embed, ner_embedding, srl_embedding]
+    )
+    token_lstm = Bidirectional(
+        LSTM(lstm_units, return_sequences=True, name="token_lstm")
+    )(token_features)
+
+    # Apply attention to context LSTM
+    context_attention = tf.keras.layers.Attention(name="context_attention")(
+        [context_lstm, context_lstm]
+    )
+
+    # Pool attention outputs
+    context_att_pool = tf.keras.layers.GlobalMaxPooling1D(name="context_att_pool")(
+        context_attention
+    )
+    token_pool = tf.keras.layers.GlobalMaxPooling1D(name="token_pool")(token_lstm)
+
+    # Concat all features (tidak ada answer feature)
+    all_features = Concatenate(name="all_features")(
+        [context_att_pool, token_pool, q_type_input]
+    )
+
+    # Dense layers with expanded capacity for sequence generation
+    x = Dense(512, activation="relu", name="dense_1")(all_features)
+    x = Dropout(dropout_rate)(x)
+    x = Dense(256, activation="relu", name="dense_2")(x)
+    x = Dropout(dropout_rate)(x)
+
+    # Reshape untuk sequence decoder
+    decoder_dense = Dense(vocab_size, activation="softmax", name="decoder_dense")
+
+    # Many-to-many architecture for sequence generation
+    # Decoder LSTM
+    decoder_lstm = LSTM(lstm_units * 2, return_sequences=True, name="decoder_lstm")
+
+    # Reshape untuk input ke decoder
+    decoder_input = Dense(lstm_units * 2, activation="relu", name="decoder_input")(x)
+
+    # Decoder sequence with teacher forcing
+    # Expand dimensionality to match expected sequence length
+    repeated_vector = tf.keras.layers.RepeatVector(max_question_len)(decoder_input)
+
+    # Process through decoder LSTM
+    decoder_outputs = decoder_lstm(repeated_vector)
+
+    # Apply dense layer to each timestep
+    question_output_seq = tf.keras.layers.TimeDistributed(decoder_dense)(
+        decoder_outputs
+    )
+
+    # Create model
+    model = Model(
+        inputs=[
+            context_input,
+            token_input,
+            ner_input,
+            srl_input,
+            q_type_input,
+        ],
+        outputs=question_output_seq,
+    )
+
+    # Compile model with categorical crossentropy for sequence prediction
+    model.compile(
+        optimizer="adam", loss="sparse_categorical_crossentropy", metrics=["accuracy"]
+    )
+
+    return model
+
+
+# Buat model
+model = create_question_prediction_model()
+model.summary()
+
+# Callback untuk menyimpan model terbaik
+checkpoint = ModelCheckpoint(
+    "question_prediction_model.h5",
+    monitor="val_accuracy",
+    save_best_only=True,
+    verbose=1,
+)
+
+early_stop = EarlyStopping(monitor="val_accuracy", patience=10, verbose=1)
+
+# Reshaping question data for sequence-to-sequence training
+# We need to reshape to (samples, max_question_len, 1) for sparse categorical crossentropy
+train_question_target = np.expand_dims(train_question, -1)
+test_question_target = np.expand_dims(test_question, -1)
+
+# Training parameters
+batch_size = 8
+epochs = 50
+
+# Train model
+history = model.fit(
+    [train_context, train_token, train_ner, train_srl, train_q_type],
+    train_question_target,
+    batch_size=batch_size,
+    epochs=epochs,
+    validation_data=(
+        [test_context, test_token, test_ner, test_srl, test_q_type],
+        test_question_target,
+    ),
+    callbacks=[checkpoint, early_stop],
+)
+
+# Plot training history
+plt.figure(figsize=(12, 4))
+plt.subplot(1, 2, 1)
+plt.plot(history.history["accuracy"])
+plt.plot(history.history["val_accuracy"])
+plt.title("Model Accuracy")
+plt.ylabel("Accuracy")
+plt.xlabel("Epoch")
+plt.legend(["Train", "Validation"], loc="upper left")
+
+plt.subplot(1, 2, 2)
+plt.plot(history.history["loss"])
+plt.plot(history.history["val_loss"])
+plt.title("Model Loss")
+plt.ylabel("Loss")
+plt.xlabel("Epoch")
+plt.legend(["Train", "Validation"], loc="upper left")
+plt.tight_layout()
+plt.savefig("question_prediction_training_history.png")
+plt.show()
+
+# Simpan model dan tokenizer
+model.save("question_prediction_model_final.h5")
+
+# Simpan tokenizer
+tokenizer_data = {
+    "word_tokenizer": tokenizer.to_json(),
+    "ner_tokenizer": ner_tokenizer.to_json(),
+    "srl_tokenizer": srl_tokenizer.to_json(),
+    "q_type_tokenizer": q_type_tokenizer.to_json(),
+    "max_context_len": max_context_len,
+    "max_question_len": max_question_len,
+    "max_token_len": max_token_len,
+}
+
+with open("question_prediction_tokenizers.json", "w") as f:
+    json.dump(tokenizer_data, f)
+
+print("Model dan tokenizer untuk prediksi pertanyaan berhasil disimpan!")
+
+
+# Fungsi untuk memprediksi pertanyaan
+def predict_question(context, tokens, ner, srl, q_type):
+    context = preprocess_text(context)
+
+    context_seq = tokenizer.texts_to_sequences([context])[0]
+    token_seq = tokenizer.texts_to_sequences([" ".join(tokens)])[0]
+    ner_seq = ner_tokenizer.texts_to_sequences([" ".join(ner)])[0]
+    srl_seq = srl_tokenizer.texts_to_sequences([" ".join(srl)])[0]
+
+    context_padded = pad_sequences(
+        [context_seq], maxlen=max_context_len, padding="post"
+    )
+    token_padded = pad_sequences([token_seq], maxlen=max_token_len, padding="post")
+    ner_padded = pad_sequences([ner_seq], maxlen=max_token_len, padding="post")
+    srl_padded = pad_sequences([srl_seq], maxlen=max_token_len, padding="post")
+
+    # Q-type one-hot encoding
+    q_type_idx = q_type_tokenizer.word_index.get(q_type, 0)
+    q_type_one_hot = tf.keras.utils.to_categorical(
+        [q_type_idx], num_classes=q_type_vocab_size
+    )
+
+    # Predict
+    pred = model.predict(
+        [context_padded, token_padded, ner_padded, srl_padded, q_type_one_hot],
+        verbose=1,
+    )
+
+    # Convert prediction to words
+    pred_seq = np.argmax(pred[0], axis=1)
+
+    # Convert indices to words
+    reverse_word_map = {v: k for k, v in tokenizer.word_index.items()}
+    pred_words = [reverse_word_map.get(i, "") for i in pred_seq if i != 0]
+
+    return " ".join(pred_words)
+
+
+def evaluate_model_performance(test_data):
+
+    # Initialize ROUGE scorer
+    scorer = rouge_scorer.RougeScorer(["rouge1", "rouge2", "rougeL"], use_stemmer=True)
+
+    # Lists to store scores
+    bleu_scores = []
+    rouge1_scores = []
+    rouge2_scores = []
+    rougel_scores = []
+
+    # Iterate through test data
+    for i in range(len(test_data)):
+        # Get test sample
+        sample_context = contexts[test_data[i]]
+        sample_tokens = tokens_list[test_data[i]]
+        sample_ner = ner_list[test_data[i]]
+        sample_srl = srl_list[test_data[i]]
+        sample_q_type = q_types[test_data[i]]
+        actual_question = questions[test_data[i]]
+
+        # Predict question
+        pred_question = predict_question(
+            sample_context, sample_tokens, sample_ner, sample_srl, sample_q_type
+        )
+
+        # Tokenize for BLEU score
+        actual_tokens = actual_question.split()
+        pred_tokens = pred_question.split()
+
+        # Calculate BLEU score
+        # Using unigram, bigram, trigram, and 4-gram
+        print("kaliamt aktual", actual_tokens)
+        print("kaliamt prediksi", pred_tokens)
+        bleu_score = sentence_bleu([actual_tokens], pred_tokens)
+        bleu_scores.append(bleu_score)
+
+        try:
+            rouge_scores = scorer.score(actual_question, pred_question)
+
+            # Extract F1 scores
+            rouge1_scores.append(rouge_scores["rouge1"].fmeasure)
+            rouge2_scores.append(rouge_scores["rouge2"].fmeasure)
+            rougel_scores.append(rouge_scores["rougeL"].fmeasure)
+        except Exception as e:
+            print(f"Error calculating ROUGE score: {e}")
+
+    # Calculate average scores
+    results = {
+        "avg_bleu_score": np.mean(bleu_scores),
+        "avg_rouge1": np.mean(rouge1_scores),
+        "avg_rouge2": np.mean(rouge2_scores),
+        "avg_rougel": np.mean(rougel_scores),
+    }
+
+    return results
+
+
+loaded_model = load_model("question_prediction_model_final.h5")
+
+with open("question_prediction_tokenizers.json", "r") as f:
+    tokenizer_data = json.load(f)
+
+# Ambil beberapa sampel dari data test
+sample_idx = random.randint(0, len(test_indices) - 1)
+sample_context = contexts[test_indices[sample_idx]]
+sample_tokens = tokens_list[test_indices[sample_idx]]
+sample_ner = ner_list[test_indices[sample_idx]]
+sample_srl = srl_list[test_indices[sample_idx]]
+sample_q_type = q_types[test_indices[sample_idx]]
+
+performance_metrics = evaluate_model_performance(test_indices)
+
+print("\nModel Performance Metrics:")
+print(f"Average BLEU Score: {performance_metrics['avg_bleu_score']:.4f}")
+print(f"Average ROUGE-1 Score: {performance_metrics['avg_rouge1']:.4f}")
+print(f"Average ROUGE-2 Score: {performance_metrics['avg_rouge2']:.4f}")
+print(f"Average ROUGE-L Score: {performance_metrics['avg_rougel']:.4f}")
diff --git a/question_generation/question_predict.py b/question_generation/question_predict.py
new file mode 100644
index 0000000..204b50e
--- /dev/null
+++ b/question_generation/question_predict.py
@@ -0,0 +1,210 @@
+import numpy as np
+import json
+import tensorflow as tf
+from tensorflow.keras.preprocessing.text import tokenizer_from_json
+from tensorflow.keras.preprocessing.sequence import pad_sequences
+from tensorflow.keras.models import load_model
+import re
+
+class QuestionPredictionModel:
+    def __init__(self, model_path, tokenizer_path):
+        """
+        Initialize question prediction model with pre-trained model and tokenizers
+        """
+        # Load model
+        self.model = load_model(model_path)
+        
+        # Load tokenizers
+        with open(tokenizer_path, 'r') as f:
+            tokenizer_data = json.load(f)
+        
+        # Reconstruct tokenizers
+        self.word_tokenizer = tokenizer_from_json(tokenizer_data['word_tokenizer'])
+        self.ner_tokenizer = tokenizer_from_json(tokenizer_data['ner_tokenizer'])
+        self.srl_tokenizer = tokenizer_from_json(tokenizer_data['srl_tokenizer'])
+        self.q_type_tokenizer = tokenizer_from_json(tokenizer_data['q_type_tokenizer'])
+        
+        # Get max lengths
+        self.max_context_len = tokenizer_data['max_context_len']
+        self.max_answer_len = tokenizer_data['max_answer_len']
+        self.max_question_len = tokenizer_data['max_question_len']
+        self.max_token_len = tokenizer_data['max_token_len']
+        
+        # Get vocabulary sizes
+        self.vocab_size = len(self.word_tokenizer.word_index) + 1
+        self.q_type_vocab_size = len(self.q_type_tokenizer.word_index) + 1
+    
+    def preprocess_text(self, text):
+        """Basic text preprocessing"""
+        text = text.lower()
+        text = re.sub(r"\s+", " ", text).strip()
+        return text
+    
+    def predict_question(self, context, answer, tokens, ner, srl, q_type):
+        """
+        Predict a question based on given context, answer, tokens, NER, SRL, and question type
+        
+        Args:
+            context (str): The context text
+            answer (str): The answer to generate a question for
+            tokens (list): List of tokens
+            ner (list): List of NER tags corresponding to tokens
+            srl (list): List of SRL tags corresponding to tokens
+            q_type (str): Question type ('isian', 'opsi', or 'true_false')
+            
+        Returns:
+            str: The predicted question
+        """
+        # Preprocess inputs
+        context = self.preprocess_text(context)
+        answer = self.preprocess_text(answer)
+        
+        # Convert to sequences
+        context_seq = self.word_tokenizer.texts_to_sequences([context])[0]
+        answer_seq = self.word_tokenizer.texts_to_sequences([answer])[0]
+        tokens_seq = self.word_tokenizer.texts_to_sequences([" ".join(tokens)])[0]
+        ner_seq = self.ner_tokenizer.texts_to_sequences([" ".join(ner)])[0]
+        srl_seq = self.srl_tokenizer.texts_to_sequences([" ".join(srl)])[0]
+        
+        # Pad sequences
+        context_padded = pad_sequences([context_seq], maxlen=self.max_context_len, padding="post")
+        answer_padded = pad_sequences([answer_seq], maxlen=self.max_answer_len, padding="post")
+        tokens_padded = pad_sequences([tokens_seq], maxlen=self.max_token_len, padding="post")
+        ner_padded = pad_sequences([ner_seq], maxlen=self.max_token_len, padding="post")
+        srl_padded = pad_sequences([srl_seq], maxlen=self.max_token_len, padding="post")
+        
+        # One-hot encode question type
+        q_type_idx = self.q_type_tokenizer.word_index.get(q_type, 0)
+        q_type_categorical = tf.keras.utils.to_categorical(
+            [q_type_idx], num_classes=self.q_type_vocab_size
+        )
+        
+        # Make prediction
+        predicted_seq = self.model.predict(
+            [context_padded, answer_padded, tokens_padded, ner_padded, srl_padded, q_type_categorical]
+        )
+        
+        # Convert predictions to tokens (taking the highest probability token at each position)
+        predicted_indices = np.argmax(predicted_seq[0], axis=1)
+        
+        # Create reversed word index for converting indices back to words
+        reverse_word_index = {v: k for k, v in self.word_tokenizer.word_index.items()}
+        
+        # Convert indices to words
+        predicted_words = []
+        for idx in predicted_indices:
+            if idx != 0:  # Skip padding tokens
+                predicted_words.append(reverse_word_index.get(idx, ''))
+        
+        # Form the question
+        predicted_question = ' '.join(predicted_words)
+        
+        # Add "___" to the end based on question type convention
+        if "___" not in predicted_question:
+            predicted_question += " ___"
+        
+        return predicted_question
+    
+    def batch_predict_questions(self, data):
+        """
+        Predict questions for a batch of data
+        
+        Args:
+            data (list): List of dictionaries with context, tokens, ner, srl, and answers
+            
+        Returns:
+            list: List of predicted questions
+        """
+        results = []
+        
+        for item in data:
+            context = item["context"]
+            tokens = item["tokens"]
+            ner = item["ner"]
+            srl = item["srl"]
+            
+            # If there are Q&A pairs, use them for evaluation
+            if "qas" in item:
+                for qa in item["qas"]:
+                    answer = qa["answer"]
+                    q_type = qa["type"]
+                    ground_truth = qa["question"]
+                    
+                    predicted_question = self.predict_question(
+                        context, answer, tokens, ner, srl, q_type
+                    )
+                    
+                    results.append({
+                        "context": context,
+                        "answer": answer,
+                        "predicted_question": predicted_question,
+                        "ground_truth": ground_truth,
+                        "question_type": q_type
+                    })
+            else:
+                # If no Q&A pairs, generate questions for all question types
+                for q_type in ["isian", "true_false", "opsi"]:
+                    # For demo purposes, use a placeholder answer (would need actual answers in real use)
+                    # In practice, you might extract potential answers from the context
+                    placeholders = {
+                        "isian": "placeholder",
+                        "true_false": "true",
+                        "opsi": "placeholder"
+                    }
+                    
+                    predicted_question = self.predict_question(
+                        context, placeholders[q_type], tokens, ner, srl, q_type
+                    )
+                    
+                    results.append({
+                        "context": context,
+                        "predicted_question": predicted_question,
+                        "question_type": q_type
+                    })
+        
+        return results
+
+
+# Example usage
+if __name__ == "__main__":
+    # Load test data
+    with open("data_converted.json", "r") as f:
+        test_data = json.load(f)
+    
+    # Initialize model
+    question_predictor = QuestionPredictionModel(
+        model_path="question_prediction_model_final.h5",
+        tokenizer_path="question_prediction_tokenizers.json"
+    )
+    
+    # Example single prediction
+    sample = test_data[0]
+    context = sample["context"]
+    tokens = sample["tokens"]
+    ner = sample["ner"]
+    srl = sample["srl"]
+    answer = sample["qas"][0]["answer"]
+    q_type = sample["qas"][0]["type"]
+    
+    predicted_question = question_predictor.predict_question(
+        context, answer, tokens, ner, srl, q_type
+    )
+    
+    print(f"Context: {context}")
+    print(f"Answer: {answer}")
+    print(f"Question Type: {q_type}")
+    print(f"Predicted Question: {predicted_question}")
+    print(f"Ground Truth: {sample['qas'][0]['question']}")
+    
+    # Batch prediction
+    results = question_predictor.batch_predict_questions(test_data[:3])
+    
+    print("\nBatch Results:")
+    for i, result in enumerate(results):
+        print(f"\nResult {i+1}:")
+        print(f"Context: {result['context']}")
+        print(f"Answer: {result.get('answer', 'N/A')}")
+        print(f"Question Type: {result['question_type']}")
+        print(f"Predicted Question: {result['predicted_question']}")
+        if 'ground_truth' in result:
+            print(f"Ground Truth: {result['ground_truth']}")
diff --git a/question_generation/question_predict_v2.py b/question_generation/question_predict_v2.py
new file mode 100644
index 0000000..ca2f4fb
--- /dev/null
+++ b/question_generation/question_predict_v2.py
@@ -0,0 +1,188 @@
+import numpy as np
+import json
+import tensorflow as tf
+from tensorflow.keras.preprocessing.text import tokenizer_from_json
+from tensorflow.keras.preprocessing.sequence import pad_sequences
+from tensorflow.keras.models import load_model
+import re
+
+
+class QuestionPredictionModel:
+    def __init__(self, model_path, tokenizer_path):
+        """
+        Initialize question prediction model with pre-trained model and tokenizers
+        """
+        # Load model
+        self.model = load_model(model_path)
+
+        # Load tokenizers
+        with open(tokenizer_path, "r") as f:
+            tokenizer_data = json.load(f)
+
+        # Reconstruct tokenizers
+        self.word_tokenizer = tokenizer_from_json(tokenizer_data["word_tokenizer"])
+        self.ner_tokenizer = tokenizer_from_json(tokenizer_data["ner_tokenizer"])
+        self.srl_tokenizer = tokenizer_from_json(tokenizer_data["srl_tokenizer"])
+        self.q_type_tokenizer = tokenizer_from_json(tokenizer_data["q_type_tokenizer"])
+
+        # Get max lengths
+        self.max_context_len = tokenizer_data["max_context_len"]
+        self.max_question_len = tokenizer_data["max_question_len"]
+        self.max_token_len = tokenizer_data["max_token_len"]
+
+        # Get vocabulary sizes
+        self.vocab_size = len(self.word_tokenizer.word_index) + 1
+        self.q_type_vocab_size = len(self.q_type_tokenizer.word_index) + 1
+
+    def preprocess_text(self, text):
+        """Basic text preprocessing"""
+        text = text.lower()
+        text = re.sub(r"\s+", " ", text).strip()
+        return text
+
+    def predict_question(self, context, tokens, ner, srl, q_type):
+        """Prediksi pertanyaan berdasarkan konteks dan fitur lainnya"""
+        # Preprocess
+        context = self.preprocess_text(context)
+
+        # Convert to sequences
+        context_seq = self.word_tokenizer.texts_to_sequences([context])[0]
+        token_seq = self.word_tokenizer.texts_to_sequences([" ".join(tokens)])[0]
+        ner_seq = self.ner_tokenizer.texts_to_sequences([" ".join(ner)])[0]
+        srl_seq = self.srl_tokenizer.texts_to_sequences([" ".join(srl)])[0]
+
+        # Pad sequences
+        context_padded = pad_sequences(
+            [context_seq], maxlen=self.max_context_len, padding="post"
+        )
+        token_padded = pad_sequences(
+            [token_seq], maxlen=self.max_token_len, padding="post"
+        )
+        ner_padded = pad_sequences([ner_seq], maxlen=self.max_token_len, padding="post")
+        srl_padded = pad_sequences([srl_seq], maxlen=self.max_token_len, padding="post")
+
+        # Q-type one-hot encoding
+        q_type_idx = self.q_type_tokenizer.word_index.get(q_type, 0)
+        q_type_one_hot = tf.keras.utils.to_categorical(
+            [q_type_idx], num_classes=self.q_type_vocab_size
+        )
+
+        # Predict
+        pred = self.model.predict(
+            [context_padded, token_padded, ner_padded, srl_padded, q_type_one_hot]
+        )
+
+        # Convert prediction to words
+        pred_seq = np.argmax(pred[0], axis=1)
+
+        # Convert indices to words
+        reverse_word_map = {v: k for k, v in self.word_tokenizer.word_index.items()}
+        pred_words = [reverse_word_map.get(i, "") for i in pred_seq if i != 0]
+
+        return " ".join(pred_words)
+
+    def batch_predict_questions(self, data):
+        """
+        Predict questions for a batch of data
+
+        Args:
+            data (list): List of dictionaries with context, tokens, ner, srl, and answers
+
+        Returns:
+            list: List of predicted questions
+        """
+        results = []
+
+        for item in data:
+            context = item["context"]
+            tokens = item["tokens"]
+            ner = item["ner"]
+            srl = item["srl"]
+
+            # If there are Q&A pairs, use them for evaluation
+            if "qas" in item:
+                for qa in item["qas"]:
+                    q_type = qa["type"]
+                    ground_truth = qa["question"]
+
+                    predicted_question = self.predict_question(
+                        context, tokens, ner, srl, q_type
+                    )
+
+                    results.append(
+                        {
+                            "context": context,
+                            "predicted_question": predicted_question,
+                            "ground_truth": ground_truth,
+                            "question_type": q_type,
+                        }
+                    )
+            else:
+                # If no Q&A pairs, generate questions for all question types
+                for q_type in ["isian", "true_false", "opsi"]:
+                    # For demo purposes, use a placeholder answer (would need actual answers in real use)
+                    # In practice, you might extract potential answers from the context
+                    placeholders = {
+                        "isian": "placeholder",
+                        "true_false": "true",
+                        "opsi": "placeholder",
+                    }
+
+                    predicted_question = self.predict_question(
+                        context, placeholders[q_type], tokens, ner, srl, q_type
+                    )
+
+                    results.append(
+                        {
+                            "context": context,
+                            "predicted_question": predicted_question,
+                            "question_type": q_type,
+                        }
+                    )
+
+        return results
+
+
+# Example usage
+if __name__ == "__main__":
+    # Load test data
+    with open("data_converted.json", "r") as f:
+        test_data = json.load(f)
+
+    # Initialize model
+    question_predictor = QuestionPredictionModel(
+        model_path="question_prediction_model_final.h5",
+        tokenizer_path="question_prediction_tokenizers.json",
+    )
+
+    # Example single prediction
+    sample = test_data[0]
+    context = sample["context"]
+    tokens = sample["tokens"]
+    ner = sample["ner"]
+    srl = sample["srl"]
+    answer = sample["qas"][0]["answer"]
+    q_type = sample["qas"][0]["type"]
+
+    predicted_question = question_predictor.predict_question(
+        context, tokens, ner, srl, q_type
+    )
+
+    print(f"Context: {context}")
+    print(f"Answer: {answer}")
+    print(f"Question Type: {q_type}")
+    print(f"Predicted Question: {predicted_question}")
+    print(f"Ground Truth: {sample['qas'][0]['question']}")
+
+    # Batch prediction
+    # results = question_predictor.batch_predict_questions(test_data[:3])
+
+    # print("\nBatch Results:")
+    # for i, result in enumerate(results):
+    #     print(f"\nResult {i+1}:")
+    #     print(f"Context: {result['context']}")
+    #     print(f"Answer: {result.get('answer', 'N/A')}")
+    #     print(f"Question Type: {result['question_type']}")
+    #     print(f"Predicted Question: {result['predicted_question']}")
+    #     if "ground_truth" in result:
+    #         print(f"Ground Truth: {result['ground_truth']}")
diff --git a/question_generation/question_prediction_tokenizers.json b/question_generation/question_prediction_tokenizers.json
new file mode 100644
index 0000000..dd5b309
--- /dev/null
+++ b/question_generation/question_prediction_tokenizers.json
@@ -0,0 +1 @@
+{"word_tokenizer": "{\"class_name\": \"Tokenizer\", \"config\": {\"num_words\": 10000, \"filters\": \"!\\\"#$%&()*+,-./:;<=>?@[\\\\]^_`{|}~\\t\\n\", \"lower\": true, \"split\": \" \", \"char_level\": false, \"oov_token\": \"\", \"document_count\": 3801, \"word_counts\": \"{\\\"raden\\\": 16, \\\"ajeng\\\": 8, \\\"kartini\\\": 24, \\\"lahir\\\": 1842, \\\"pada\\\": 2025, \\\"21\\\": 53, \\\"april\\\": 114, \\\"1879\\\": 27, \\\"di\\\": 2174, \\\"jepara\\\": 20, \\\"kerajaan\\\": 321, \\\"majapahit\\\": 50, \\\"berdiri\\\": 177, \\\"tahun\\\": 298, \\\"1293\\\": 9, \\\"trowulan\\\": 9, \\\"soekarno\\\": 33, \\\"dan\\\": 331, \\\"mohammad\\\": 34, \\\"hatta\\\": 35, \\\"memproklamasikan\\\": 11, \\\"kemerdekaan\\\": 27, \\\"indonesia\\\": 125, \\\"17\\\": 60, \\\"agustus\\\": 187, \\\"1945\\\": 50, \\\"bumi\\\": 63, \\\"mengelilingi\\\": 6, \\\"matahari\\\": 31, \\\"selama\\\": 2, \\\"365\\\": 2, \\\"hari\\\": 47, \\\"presiden\\\": 7, \\\"pertama\\\": 46, \\\"adalah\\\": 247, \\\"merkurius\\\": 6, \\\"planet\\\": 67, \\\"yang\\\": 580, \\\"paling\\\": 11, \\\"dekat\\\": 20, \\\"dengan\\\": 174, \\\"venus\\\": 7, \\\"memiliki\\\": 77, \\\"suhu\\\": 12, \\\"permukaan\\\": 16, \\\"sangat\\\": 39, \\\"tinggi\\\": 16, \\\"mars\\\": 7, \\\"dikenal\\\": 44, \\\"sebagai\\\": 153, \\\"merah\\\": 6, \\\"jupiter\\\": 7, \\\"terbesar\\\": 70, \\\"tata\\\": 17, \\\"surya\\\": 51, \\\"saturnus\\\": 11, \\\"terkenal\\\": 34, \\\"cincin\\\": 9, \\\"indah\\\": 3, \\\"uranus\\\": 6, \\\"warna\\\": 2, \\\"biru\\\": 10, \\\"karena\\\": 10, \\\"gas\\\": 16, \\\"metana\\\": 4, \\\"neptunus\\\": 6, \\\"terjauh\\\": 4, \\\"dari\\\": 181, \\\"pluto\\\": 6, \\\"dulu\\\": 6, \\\"dianggap\\\": 8, \\\"namun\\\": 2, \\\"statusnya\\\": 2, \\\"sudah\\\": 6, \\\"berubah\\\": 7, \\\"membacakan\\\": 6, \\\"teks\\\": 15, \\\"proklamasi\\\": 18, \\\"dibacakan\\\": 9, \\\"oleh\\\": 152, \\\"tanggal\\\": 487, \\\"andi\\\": 25, \\\"setiawan\\\": 15, \\\"pergi\\\": 18, \\\"ke\\\": 160, \\\"jakarta\\\": 95, \\\"5\\\": 141, \\\"januari\\\": 171, \\\"2020\\\": 12, \\\"berangkat\\\": 18, \\\"bandung\\\": 82, \\\"ditemani\\\": 20, \\\"siti\\\": 29, \\\"maharani\\\": 7, \\\"12\\\": 82, \\\"februari\\\": 124, \\\"2019\\\": 12, \\\"pindah\\\": 18, \\\"bali\\\": 39, \\\"23\\\": 42, \\\"maret\\\": 140, \\\"2021\\\": 12, \\\"bersama\\\": 20, \\\"budi\\\": 92, \\\"santoso\\\": 24, \\\"lina\\\": 33, \\\"wati\\\": 7, \\\"liburan\\\": 18, \\\"medan\\\": 73, \\\"1\\\": 118, \\\"2022\\\": 12, \\\"melanjutkan\\\": 18, \\\"studi\\\": 12, \\\"surabaya\\\": 138, \\\"agus\\\": 23, \\\"wijaya\\\": 16, \\\"15\\\": 123, \\\"mei\\\": 189, \\\"2023\\\": 264, \\\"yogyakarta\\\": 136, \\\"nurul\\\": 9, \\\"fitri\\\": 6, \\\"dedi\\\": 9, \\\"saputra\\\": 27, \\\"makassar\\\": 78, \\\"maya\\\": 9, \\\"lestari\\\": 8, \\\"roni\\\": 9, \\\"firmansyah\\\": 21, \\\"tiara\\\": 9, \\\"amelia\\\": 6, \\\"gunung\\\": 46, \\\"everest\\\": 8, \\\"tertinggi\\\": 19, \\\"dunia\\\": 102, \\\"fakta\\\": 2, \\\"menyebutkan\\\": 4, \\\"amazon\\\": 17, \\\"merupakan\\\": 66, \\\"sungai\\\": 73, \\\"terpanjang\\\": 22, \\\"informasi\\\": 2, \\\"tentang\\\": 2, \\\"sekitar\\\": 15, \\\"2560\\\": 3, \\\"sm\\\": 3, \\\"dibangun\\\": 8, \\\"piramida\\\": 2, \\\"giza\\\": 2, \\\"benua\\\": 135, \\\"asia\\\": 22, \\\"colosseum\\\": 7, \\\"berada\\\": 30, \\\"italia\\\": 15, \\\"terdapat\\\": 24, \\\"negara\\\": 54, \\\"taj\\\": 13, \\\"mahal\\\": 17, \\\"india\\\": 34, \\\"petra\\\": 7, \\\"yordania\\\": 8, \\\"tembok\\\": 6, \\\"cina\\\": 10, \\\"china\\\": 9, \\\"chichen\\\": 7, \\\"itza\\\": 7, \\\"meksiko\\\": 9, \\\"patung\\\": 7, \\\"yesus\\\": 7, \\\"penebus\\\": 7, \\\"brasil\\\": 8, \\\"machu\\\": 12, \\\"picchu\\\": 12, \\\"peru\\\": 13, \\\"stonehenge\\\": 7, \\\"inggris\\\": 12, \\\"menara\\\": 8, \\\"pisa\\\": 8, \\\"angkot\\\": 8, \\\"wat\\\": 8, \\\"kamodja\\\": 7, \\\"ketinggian\\\": 25, \\\"8848\\\": 4, \\\"meter\\\": 12, \\\"merdeka\\\": 6, \\\"albert\\\": 5, \\\"einstein\\\": 5, 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