这是一些比较知名的中文 NLP 意图识别模型的源码:

  1. BERT-WWM-Chinese: https://github.com/ymcui/Chinese-BERT-wwm
  2. RoBERTa-wwm-large-ext: https://github.com/ymcui/RoBERTa-wwm-large-ext
  3. ALBERT: https://github.com/google-research/albert
  4. ERNIE: https://github.com/PaddlePaddle/ERNIE
  5. GPT-3: https://github.com/openai/gpt-3
  6. transformer: https://github.com/huggingface/transformers
  7. FastText: https://github.com/facebookresearch/fastText
  8. TextCNN: https://github.com/tensorflow/tensorflow/blob/r1.13/tensorflow/examples/tutorials/word2vec/word2vec_basic.py
  9. TextRNN: https://github.com/tensorflow/tensorflow/blob/r1.13/tensorflow/examples/tutorials/text/text_classification_rnn.py
  10. TextRCNN: https://github.com/tensorflow/tensorflow/blob/r1.13/tensorflow/examples/tutorials/text/text_classification_rcnn.py
  11. TextRNN-Attention: https://github.com/tensorflow/tensorflow/blob/r1.13/tensorflow/contrib/eager/python/examples/nmt_with_attention/nmt_with_attention.ipynb
  12. DAN: https://github.com/tensorflow/tensorflow/blob/r1.13/tensorflow/examples/tutorials/word2vec/word2vec_basic.py
  13. Transformer-XL: https://github.com/kimiyoung/transformer-xl
  14. XLNet: https://github.com/zihangdai/xlnet
  15. BERT-CRF-NER: https://github.com/kyzhouhzau/BERT-CRF-NER
  16. BERT-BiLSTM-CRF-NER: https://github.com/macanv/BERT-BiLSTM-CRF-NER
  17. BiLSTM-CRF-Attention: https://github.com/guillaumegenthial/sequence_tagging
  18. BiLSTM-Attention: https://github.com/aymericdamien/TensorFlow-Examples/blob/master/examples/3_NeuralNetworks/bidirectional_rnn.py
  19. HAN: https://github.com/tensorflow/tensorflow/blob/r1.13/tensorflow/examples/tutorials/word2vec/word2vec_basic.py
  20. Transformer-ASP: https://github.com/tensorflow/tensorflow/blob/r1.13/tensorflow/examples/tutorials/text/transformer.py 21

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