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.
Frequently asked
- What is yongzhuo/nlp_xiaojiang?
- A Chinese NLP toolkit providing text classification, named entity recognition, chatbot, and sentence embedding functionality using BERT, XLNet, and Keras.
- Is nlp_xiaojiang open source?
- Yes — yongzhuo/nlp_xiaojiang is open source, released under the MIT license.
- What language is nlp_xiaojiang written in?
- yongzhuo/nlp_xiaojiang is primarily written in Python.
- How popular is nlp_xiaojiang?
- yongzhuo/nlp_xiaojiang has 1.5k stars on GitHub.
- Where can I find nlp_xiaojiang?
- yongzhuo/nlp_xiaojiang is on GitHub at https://github.com/yongzhuo/nlp_xiaojiang.