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seriouspark
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9e83131
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Parent(s):
3cde0b0
Update app.py
Browse files
app.py
CHANGED
@@ -136,7 +136,7 @@ def get_word_emotion_pair(cls_model, origin_essay_sentence, idx2emo):
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def get_essay_base_analysis(file_made_dt_str):
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essay1 = pd.read_csv(f"./result/{
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essay1['noun_list_len'] = essay1['noun_list'].apply(lambda x : len(x))
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essay1['noun_list_uniqlen'] = essay1['noun_list'].apply(lambda x : len(set(x)))
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essay1['adj_list_len'] = essay1['adj_list'].apply(lambda x : len(x))
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@@ -235,8 +235,8 @@ def all_process(origin_essay):
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row_dict[row] = answer
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emo2idx, idx2emo = get_sent_labeldata()
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tokenizer = AutoTokenizer.from_pretrained('bert-base-multilingual-cased')
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cls_model = AutoModelForSequenceClassification.from_pretrained('bert-base-multilingual-cased', num_labels = 6)
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final_result, file_name_dt = get_word_emotion_pair(cls_model, essay_sent)
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all_result, adj_\result, noun_result, essay_summary, file_made_dt_str = get_essay_base_analysis(file_name_dt)
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def get_essay_base_analysis(file_made_dt_str):
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essay1 = pd.read_csv(f"./result/{file_made_dt_str}/essay_result.csv")
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essay1['noun_list_len'] = essay1['noun_list'].apply(lambda x : len(x))
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essay1['noun_list_uniqlen'] = essay1['noun_list'].apply(lambda x : len(set(x)))
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essay1['adj_list_len'] = essay1['adj_list'].apply(lambda x : len(x))
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row_dict[row] = answer
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emo2idx, idx2emo = get_sent_labeldata()
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tokenizer = AutoTokenizer.from_pretrained('bert-base-multilingual-cased')
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cls_model = AutoModelForSequenceClassification.from_pretrain ed('seriouspark/bert-base-multilingual-cased-finetuning-sentimental-6label')
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#cls_model = AutoModelForSequenceClassification.from_pretrained('bert-base-multilingual-cased', num_labels = 6)
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final_result, file_name_dt = get_word_emotion_pair(cls_model, essay_sent)
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all_result, adj_\result, noun_result, essay_summary, file_made_dt_str = get_essay_base_analysis(file_name_dt)
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