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yongzhuo/nlp_xiaojiang

A Chinese NLP toolkit providing text classification, named entity recognition, chatbot, and sentence embedding functionality using BERT, XLNet, and Keras.

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The repository implements NLP workflows including retrieval-based and generative chatbots, BERT/XLNet-based text classification models combining convolutional and recurrent architectures, BERT-enhanced named entity recognition with bidirectional LSTMs and conditional random fields, and data augmentation strategies like back-translation and synonym replacement. All models are implemented in Keras.

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