shawroad / Nlp_pytorch_project
Embedding, NMT, Text_Classification, Text_Generation, NER etc.
Stars: ✭ 153
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NLP_pytorch_project
1-Chatbot
001-transformer_chatbot
实现方式是标准的transformer。
002-bert_chatbot
参考UNILM
2-Embedding
001-skipgram-word2vec.py
002-bert.py
003-albert.py
004-NPLM.py
3-NMT
001-transformer_NMT
002-gru_seq2seq_attention
003-lstm_seq2seq_attention
4-Text-Classification
001-TextCNN.py
002-BILSTM+Attention.py
003-CharCNN
004-BERT_Classification
005-ERNIE_Classification
006-ALBert_Classification
007-FastBert
5-Text-Generation
001-NNLM.py
002-RNN.py
003-LSTM.py
004-BILSTM.py
004-transformer-greedy search.py
005-lstm_text_generation
006-bilstm_text_generation
007-GPT2
6-Reading_comprehension
001-transformer_reading
002-BERT_MRC
003-BiDAF
004-DocQA
005-match_lstm
006-QANet
007-RNet
008-albert_mrc
009-roberta_mrc
7-NER
001-Bert_CRF_Ner
002-Bert_Softmax_Ner
003-BiLSTM_CRF_Ner
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