awesome-chinese-nlp

A curated list of resources for NLP (Natural Language Processing) for Chinese 中文自然语言处理相关资料

Chinese NLP Toolkits 中文NLP工具

THULAC 中文词法分析工具包 by 清华 (C++/Java/Python) [link]
NLPIR by 中科院 (Java) [github]
LTP 语言技术平台 by 哈工大 (C++) [github]
FudanNLP by 复旦 (Java) [github]
CoreNLP by Stanford (Java) [github]
BosonNLP by Boson (商业API服务) [link]
HanNLP (Java) [github]
SnowNLP (Python) [github] Python library for processing Chinese text
YaYaNLP (Python) [github] 纯python编写的中文自然语言处理包，取名于“牙牙学语”
DeepNLP (Python) [github] Deep Learning NLP Pipeline implemented on Tensorflow with pretrained Chinese models.
chinese_nlp (C++ & Python) [github] Chinese Natural Language Processing tools and examples

CoreNLP by Stanford (Java) [github]
NLTK (Python) [link]
spaCy (Python) [link]
OpenNLP (Java) [link]
gensim (Python) [github] Gensim is a Python library for topic modelling, document indexing and similarity retrieval with large corpora.

Jieba 结巴中文分词 (Python) [github] 做最好的 Python 中文分词组件
kcws 深度学习中文分词 (Python) [github] BiLSTM+CRF与IDCNN+CRF
Genius 中文分词 (Python) [github] Genius是一个开源的python中文分词组件，采用 CRF(Conditional Random Field)条件随机场算法。
loso 中文分词 (Python) [github]

MITIE (C++) [github] library and tools for information extraction
Duckling (Haskell) [github] Language, engine, and tooling for expressing, testing, and evaluating composable language rules on input strings.
IEPY (Python) [github] IEPY is an open source tool for Information Extraction focused on Relation Extraction.
Snorkel: A training data creation and management system focused on information extraction [github]
Neural Relation Extraction implemented with LSTM in TensorFlow [github]
A neural network model for Chinese named entity recognition [github]

Chatterbot (Python) [github] ChatterBot is a machine learning, conversational dialog engine for creating chat bots.
Chatbot (Python) [github] 基於向量匹配的情境式聊天機器人
Tipask (PHP) [github] 一款开放源码的PHP问答系统，基于Laravel框架开发，容易扩展，具有强大的负载能力和稳定性。
QuestionAnsweringSystem (Java) [github] 一个Java实现的人机问答系统，能够自动分析问题并给出候选答案。
使用TensorFlow实现的Sequence to Sequence的聊天机器人模型 (Python) [github]

开放知识图谱OpenKG.cn [link]
CLDC中文语言资源联盟 [link]
用于训练中英文对话系统的语料库 Datasets for Training Chatbot System [github]
中文 Wikipedia Dump [link]
98年人民日报词性标注库@百度盘 [link]
百度百科100gb语料@百度盘) [link] 密码neqs 出处应该是梁斌penny大神
搜狗20061127新闻语料(包含分类)@百度盘 [link]
UDChinese (for training spaCy POS) [github]
八卦版問答中文語料 [github]
中文word2vec模型 [github]
中文突发事件语料库（Chinese Emergency Corpus）[github]
dgk_lost_conv 中文对白语料 chinese conversation corpus [github]
漢語拆字字典 [github]
**股市公告信息爬取 [github] 通过python脚本从巨潮网络的服务器获取**股市（sz,sh）的公告(上市公司和监管机构)
tushare财经数据接口 [website] TuShare是一个免费、开源的python财经数据接口包。
保险行业语料库 [github] [52nlp介绍Blog] OpenData in insurance area for Machine Learning Tasks
最全中华古诗词数据库 [github] 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

**中文信息学会 [website]
NLP Conference Calender [website] Main conferences, journals, workshops and shared tasks in NLP community.

中文Deep Learning Book [github]
Stanford CS224n Natural Language Processing with Deep Learning 2017 [link]
Oxford CS DeepNLP 2017 [github]
Speech and Language Processing by Dan Jurafsky and James H. Martin [link]
52nlp 我爱自然语言处理 [blog]
hankcs 码农场 [blog]
文本处理实践课资料 [github] 文本处理实践课资料，包含文本特征提取（TF-IDF），文本分类，文本聚类，word2vec训练词向量及同义词词林中文词语相似度计算、文档自动摘要，信息抽取，情感分析与观点挖掘等实验。