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A curated list of resources for Chinese NLP 中文自然语言处理相关资料

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awesome-chinese-nlp

Awesome

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



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 by 清华 (C++/Java/Python)

  • NLPIR by 中科院 (Java)

  • LTP 语言技术平台 by 哈工大 (C++)

  • FudanNLP by 复旦 (Java)

  • BaiduLac by 百度 Baidu's open-source lexical analysis tool for Chinese, including word segmentation, part-of-speech tagging & named entity recognition.

  • BosonNLP by Boson (商业API服务)

  • HanLP (Java)

  • SnowNLP (Python) Python library for processing Chinese text

  • 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 (Python) 轻量级中文自然语言处理工具

  • DeepNLP (Python) Deep Learning NLP Pipeline implemented on Tensorflow with pretrained Chinese models.

  • chinese_nlp (C++ & Python) Chinese Natural Language Processing tools and examples

  • Chinese-Annotator (Python) Annotator for Chinese Text Corpus 中文文本标注工具

Popular NLP Toolkits for English/Multi-Language 常用的英文或支持多语言的NLP工具包

  • CoreNLP by Stanford (Java) A Java suite of core NLP tools.

  • NLTK (Python) Natural Language Toolkit

  • spaCy (Python) Industrial-Strength Natural Language Processing

  • textacy (Python) NLP, before and after spaCy

  • OpenNLP (Java) A machine learning based toolkit for the processing of natural language text.

  • gensim (Python) Gensim is a Python library for topic modelling, document indexing and similarity retrieval with large corpora.

Chinese Word Segment 中文分词

Information Extraction 信息提取

QA & Chatbot 问答和聊天机器人



Corpus 中文语料



Organizations 相关中文NLP组织,会议与竞赛



Learning Materials 学习资料

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