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TIF_E41211115_lstm-quiz-generator
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feat: adding dataset

This commit is contained in:
akhdanre 2025-05-13 11:31:39 +07:00
parent 3cf689159c
commit 011b22e262
6 changed files with 161 additions and 191 deletions
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NER_SRL/accuracy_plot.png
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NER_SRL/adjst_model_lstm.ipynb
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NER_SRL/tag2idx_ner.pkl
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NER_SRL/test_model.py
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@ -1,8 +1,8 @@
import json import json
import numpy as np import numpy as np
import pickle import pickle
from tensorflow.keras.models import load_model # type: ignore from tensorflow.keras.models import load_model # type: ignore
from tensorflow.keras.preprocessing.sequence import pad_sequences # type: ignore from tensorflow.keras.preprocessing.sequence import pad_sequences # type: ignore
import re import re
# ----------------------------- # -----------------------------
@ -50,6 +50,6 @@ def predict_sentence(sentence: str) -> dict:
# 3. Demo # 3. Demo
# ----------------------------- # -----------------------------
if __name__ == "__main__": if __name__ == "__main__":
sample = "batu bata terbuat dari material tanah liat" sample = "ngaben adalan acara pembakaran jenazah masyarakat suku bali"
result = predict_sentence(sample) result = predict_sentence(sample)
print(json.dumps(result, ensure_ascii=False, indent=2)) print(json.dumps(result, ensure_ascii=False, indent=2))

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NER_SRL/word2idx.pkl
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