推荐30个以上比较好的中文nlp意图识别模型源码?
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这是一些比较知名的中文 NLP 意图识别模型的源码:
- BERT-WWM-Chinese: https://github.com/ymcui/Chinese-BERT-wwm
- RoBERTa-wwm-large-ext: https://github.com/ymcui/RoBERTa-wwm-large-ext
- ALBERT: https://github.com/google-research/albert
- ERNIE: https://github.com/PaddlePaddle/ERNIE
- GPT-3: https://github.com/openai/gpt-3
- transformer: https://github.com/huggingface/transformers
- FastText: https://github.com/facebookresearch/fastText
- TextCNN: https://github.com/tensorflow/tensorflow/blob/r1.13/tensorflow/examples/tutorials/word2vec/word2vec_basic.py
- TextRNN: https://github.com/tensorflow/tensorflow/blob/r1.13/tensorflow/examples/tutorials/text/text_classification_rnn.py
- TextRCNN: https://github.com/tensorflow/tensorflow/blob/r1.13/tensorflow/examples/tutorials/text/text_classification_rcnn.py
- TextRNN-Attention: https://github.com/tensorflow/tensorflow/blob/r1.13/tensorflow/contrib/eager/python/examples/nmt_with_attention/nmt_with_attention.ipynb
- DAN: https://github.com/tensorflow/tensorflow/blob/r1.13/tensorflow/examples/tutorials/word2vec/word2vec_basic.py
- Transformer-XL: https://github.com/kimiyoung/transformer-xl
- XLNet: https://github.com/zihangdai/xlnet
- BERT-CRF-NER: https://github.com/kyzhouhzau/BERT-CRF-NER
- BERT-BiLSTM-CRF-NER: https://github.com/macanv/BERT-BiLSTM-CRF-NER
- BiLSTM-CRF-Attention: https://github.com/guillaumegenthial/sequence_tagging
- BiLSTM-Attention: https://github.com/aymericdamien/TensorFlow-Examples/blob/master/examples/3_NeuralNetworks/bidirectional_rnn.py
- HAN: https://github.com/tensorflow/tensorflow/blob/r1.13/tensorflow/examples/tutorials/word2vec/word2vec_basic.py
- Transformer-ASP: https://github.com/tensorflow/tensorflow/blob/r1.13/tensorflow/examples/tutorials/text/transformer.py 21
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