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A curated list of resources for Chinese NLP 中文自然语言处理相关资料
| Date | Stars |
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| 2026-07-24 | 7930 |
| 2026-07-25 | 7931 |
| 2026-07-28 | 7931 |
| 2026-07-30 | 7931 |
| 2026-08-06 | 7931 |
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# awesome-chinese-nlp [](https://awesome.re) A curated list of resources for NLP (Natural Language Processing) for Chinese 中文自然语言处理相关资料 图片来自复旦大学邱锡鹏教授  ## Contents 列表 ### 1. [Chinese NLP Toolkits 中文NLP工具](https://github.com/crownpku/awesome-chinese-nlp#chinese-nlp-toolkits-中文nlp工具) * #### [Toolkits 综合NLP工具包](https://github.com/crownpku/awesome-chinese-nlp#toolkits-综合nlp工具包-1) * #### [Popular NLP Toolkits for English/Multi-Language 常用的英文或支持多语言的NLP工具包](https://github.com/crownpku/awesome-chinese-nlp#popular-nlp-toolkits-for-englishmulti-language-常用的英文或支持多语言的nlp工具包-1) * #### [Chinese Word Segment 中文分词](https://github.com/crownpku/awesome-chinese-nlp#chinese-word-segment-中文分词-1) * #### [Information Extraction 信息提取](https://github.com/crownpku/awesome-chinese-nlp#information-extraction-信息提取-1) * #### [QA & Chatbot 问答和聊天机器人](https://github.com/crownpku/awesome-chinese-nlp#qa--chatbot-问答和聊天机器人-1) * #### [Multi-Modal Representation & Retrieval 多模态表征与检索](https://github.com/crownpku/awesome-chinese-nlp#multi-modal-representation--retrieval-多模态表征与检索-1) ### 2. [Corpus 中文语料](https://github.com/crownpku/awesome-chinese-nlp#corpus-中文语料) ### 3. [Organizations 中文NLP学术组织及竞赛](https://github.com/crownpku/awesome-chinese-nlp#organizations-%E4%B8%AD%E6%96%87nlp%E5%AD%A6%E6%9C%AF%E7%BB%84%E7%BB%87%E5%8F%8A%E7%AB%9E%E8%B5%9B) ### 4. [Industry 中文NLP商业服务](https://github.com/crownpku/awesome-chinese-nlp#industry-%E4%B8%AD%E6%96%87nlp%E5%95%86%E4%B8%9A%E6%9C%8D%E5%8A%A1) ### 5. [Learning Materials 学习资料](https://github.com/crownpku/awesome-chinese-nlp#learning-materials-学习资料) <br /> <br /> ## Chinese NLP Toolkits 中文NLP工具 ### Toolkits 综合NLP工具包 - [THULAC 中文词法分析工具包](http://thulac.thunlp.org/) by 清华 (C++/Java/Python) - [NLPIR](https://github.com/NLPIR-team/NLPIR) by 中科院 (Java) - [LTP 语言技术平台](https://github.com/HIT-SCIR/ltp) by 哈工大 (C++) [pylyp](https://github.com/HIT-SCIR/pyltp) LTP的python封装 - [FudanNLP](https://github.com/FudanNLP/fnlp) by 复旦 (Java) - [BaiduLac](https://github.com/baidu/lac) by 百度 Baidu's open-source lexical analysis tool for Chinese, including word segmentation, part-of-speech tagging & named entity recognition. - [HanLP](https://github.com/hankcs/HanLP) (Java) - [FastNLP](https://github.com/fastnlp/fastNLP) (Python) 一款轻量级的 NLP 处理套件。 - [SnowNLP](https://github.com/isnowfy/snownlp) (Python) Python library for processing Chinese text - [YaYaNLP](https://github.com/Tony-Wang/YaYaNLP) (Python) 纯python编写的中文自然语言处理包，取名于“牙牙学语” - [小明NLP](https://github.com/SeanLee97/xmnlp) (Python) 轻量级中文自然语言处理工具 - [DeepNLP](https://github.com/rockingdingo/deepnlp) (Python) Deep Learning NLP Pipeline implemented on Tensorflow with pretrained Chinese models. - [chinese_nlp](https://github.com/taozhijiang/chinese_nlp) (C++ & Python) Chinese Natural Language Processing tools and examples - [lightNLP](https://github.com/smilelight/lightNLP) (Python) 基于Pytorch和torchtext的自然语言处理深度学习框架 - [Chinese-Annotator](https://github.com/crownpku/Chinese-Annotator) (Python) Annotator for Chinese Text Corpus 中文文本标注工具 - [Poplar](https://github.com/synyi/poplar) (Typescript) A web-based annotation tool for natural language processing (NLP) - [Jiagu](https://github.com/ownthink/Jiagu) (Python) Jiagu以BiLSTM等模型为基础，使用大规模语料训练而成。将提供中文分词、词性标注、命名实体识别、情感分析、知识图谱关系抽取、关键词抽取、文本摘要、新词发现等常用自然语言处理功能。 - [SmoothNLP](https://github.com/smoothnlp/SmoothNLP) (Python & Java) 专注于可解释的NLP技术 - [FoolNLTK](https://github.com/rockyzhengwu/FoolNLTK) (Python & Java) A Chinese Nature Language Toolkit ### Popular NLP Toolkits for English/Multi-Language 常用的英文或支持多语言的NLP工具包 - [CoreNLP](https://github.com/stanfordnlp/CoreNLP) by Stanford (Java) A Java suite of core NLP tools. - [Stanza](https://github.com/stanfordnlp/stanza) by Stanford (Python) A Python NLP Library for Many Human Languages - [NLTK](http://www.nltk.org/) (Python) Natural Language Toolkit - [spaCy](https://spacy.io/) (Python) Industrial-Strength Natural Language P
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Guan Wang · Manulife · Singapore
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Yang An · Peking Univ. · China
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Hai Liang W. · China
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Eliyar Eziz · Yodo1, Ltd. · China
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:fa230e0efc2feaeb, topic:nlp, readme:natural language processing, readme:named entity recognition