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DATA SET

  • Emoji data set
  • NLPCC data set

RUNNING STEPS

NLPCC

  • Extract All Sentences and Emotion Tag from files
    "Training_data_for_Emotion_Classification.xml"
    "Training_data_for_Emotion_Expression_Identification.xml"
$ python3 Weibo_Data_Process.py
  • Tokenized Sentences
$ python3 Data_Process.py 
  • Training Emotion Classification Model
$ python3 Model_Data_process.py (training_csv_name)
$ python3 Model_Emotion_Classification_bilstm.py TRAIN (train_model) (epoch)
  • Using Emotion Classification Model
$ python3 USE_Data_process.py (using_csv_name)
$ python3 Model_Emotion_Classification_bilstm.py USE (used_model) (result_csv_name) 
  • Finetuning Emotion Classification Model
$ python3 Finetune_Data_process.py (finetuning_csv_name)
$ python3 Model_Emotion_Classification_bilstm.py FINETUNE (original_model) (epoch)
  • Experiment Record
    Experiment_Record.csv

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