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Ji Yu Zhe Pian Lun Wen Ti Chu De Mo Xing Convolutional Neural Networks for Sentence Classification

Zuo Liao Liang Ge Mo Xing

• char_cnn_modelShi Yong De Mo Xing Can Kao Liao gaussicShi Yong De Mo Xing ,Zai EmbeddingCeng Hou Jia Liao Yi Ge Juan Ji Ceng , Max PoolingCeng He SoftmaxCeng .

• char_cnn_model2Shi Yong De Mo Xing Shi Character-level Convolutional Networks for Text Classification Suo Shu De Mo Xing .

Bao Gua 4Ge Mo Xing

• text_rnn_modelYe Shi Can Kao Liao gaussicShi Yong De RNNMo Xing , Shi Yong Liao Shuang Ceng De LSTMBa Zui Hou Yi Ge StepDe Shu Chu Zhi Jie Song Ru SoftmaxCeng Jin Xing Fen Lei .

• text_bilstm_modelShi Wo Zai Zuo Wan CNNHe RNNDe Shi Yan Hou ,Xiang Dao De ,Jiu Shi Liao Yi Xia ,Ye Mei Qu Cha Shi Fou You Ren Zhe Yao Zuo Guo , Shi Yong Shuang Xiang LSTM,Jiang Mei Ge StepQian Xiang He Hou Xiang De Shu Chu Pin Jie Qi Lai ,Song Ru Yi Ge Juan Ji Ceng ,Ran Hou Shi Yong Max Pooling,Zui Hou Song Ru SoftMax.

• text_rcnn_modelShi Can Kao Liao Zi Dong Hua Suo NLPRDe Xue Sheng Fa Biao Zai AAAI2015Shang De Yi Pian Wen Zhang Recurrent Convolutional Neural Networks for Text Classification.

• text_dnn_modelCan Kao Liao Ha Gong Da Xun Fei Lian He Shi Yan Shi Fa Biao Zai ACL2018Shang De Disconnected Recurrent Neural Networks for Text Categorization Gan Jue Zi Ji Fu Xian De You Xie Wen Ti ,Huan Zai Gai Jin Zhong ,Bu Guo Mu Qian Fa Xian Zhe Ge Mo Xing Zai Chu Li Chang Wen Ben Shi ,Fei Chang Hao Shi .

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• Fu Dan Zhong Wen Wen Ben Fen Lei Yu Liao

Zui Hou Liang Xing Dai *Hao De Wei Recurrent Convolutional Neural Networks for Text Classification Zhe Pian Lun Wen Zhong Zuo Zhe Shi Yong CNNHe RCNNDe Dao Jie Guo (Zuo Zhe Shi Yong Liao Yu Xun Lian De Ci Xiang Liang )