Sentimental_analysis_Chinese

Chinese sentences sentimental analysis

Step0: Download the code and create Save_modeldirectory in the same In the current root

Step1: Train model

run: - Bi_LSTM_model - TextCNN - LSTM_model

Step2: Inference

• Inference some chinese movies sentimental results in inference.py

if __name__ == "__main__":
    sentence_negative = '这部电影演的太烂的，演员也烂，台词也烂，整个电影就是一个烂片'
    sentence_positive = '这部电影有点善良。'
    tensor = get_sentence_infer(sentence_positive)
    predict_sentence(tensor, 'Bi_LSTM')

分词

结巴分词可能会快一些，清华和北大的分词load model需要一定时间