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shibing624/README.md

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  1. pycorrector Public

    pycorrector is a toolkit for text error correction. 文本纠错,Kenlm,ConvSeq2Seq,BERT,MacBERT,ELECTRA,ERNIE,Transformer,T5等模型实现,开箱即用。

    Python 3.7k 887

  2. text2vec Public

    text2vec, text to vector. 文本向量表征工具,把文本转化为向量矩阵,实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型,开箱即用。

    Python 664 110

  3. pytextclassifier is a toolkit for text classification. 文本分类,LR,Xgboost,TextCNN,FastText,BiLSTM_Attention,BERT等模型实现,开箱即用。

    Python 242 46

  4. textgen Public

    textgen, Text Generation models. 文本生成,包括:UDA,GPT2,Seq2Seq,BART,T5等模型实现,开箱即用。

    Python 169 33

  5. nerpy Public

    🌈 NERpy: Implementation of Named Entity Recognition using Python. 命名实体识别工具,支持BertSoftmax、BertSpan等模型,开箱即用。

    Python 55 5

  6. 自然语言处理(NLP)教程,包括:词向量,词法分析,预训练语言模型,文本分类,文本语义匹配,信息抽取,翻译,对话。

    Jupyter Notebook 182 35

1,273 contributions in the last year

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Activity overview
Contributed to shibing624/text2vec, shibing624/textgen, shibing624/pycorrector and 24 other repositories

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