A curated list of resources for NLP (Natural Language Processing) for Chinese 中文自然语言处理相关资料
1.2 Popular NLP Toolkits for English/Multi-Language 常用的英文或支持多语言的NLP工具包
1.4 Information Extraction 信息提取
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THULAC 中文词法分析工具包 by 清华 (C++/Java/Python) [link]
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NLPIR by 中科院 (Java) [github]
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LTP 语言技术平台 by 哈工大 (C++) [github]
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FudanNLP by 复旦 (Java) [github]
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CoreNLP by Stanford (Java) [github]
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BosonNLP by Boson (商业API服务) [link]
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HanNLP (Java) [github]
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SnowNLP (Python) [github] Python library for processing Chinese text
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YaYaNLP (Python) [github] 纯python编写的中文自然语言处理包,取名于“牙牙学语”
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DeepNLP (Python) [github] Deep Learning NLP Pipeline implemented on Tensorflow with pretrained Chinese models.
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chinese_nlp (C++ & Python) [github] Chinese Natural Language Processing tools and examples
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CoreNLP by Stanford (Java) [github]
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NLTK (Python) [link]
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spaCy (Python) [link]
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OpenNLP (Java) [link]
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gensim (Python) [github] Gensim is a Python library for topic modelling, document indexing and similarity retrieval with large corpora.
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Jieba 结巴中文分词 (Python) [github] 做最好的 Python 中文分词组件
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kcws 深度学习中文分词 (Python) [github] BiLSTM+CRF与IDCNN+CRF
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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。
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loso 中文分词 (Python) [github]
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MITIE (C++) [github] library and tools for information extraction
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Duckling (Haskell) [github] Language, engine, and tooling for expressing, testing, and evaluating composable language rules on input strings.
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IEPY (Python) [github] IEPY is an open source tool for Information Extraction focused on Relation Extraction.
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Snorkel: A training data creation and management system focused on information extraction [github]
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Neural Relation Extraction implemented with LSTM in TensorFlow [github]
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A neural network model for Chinese named entity recognition [github]
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Rasa NLU (Python) [github] turn natural language into structured data
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Chatterbot (Python) [github] ChatterBot is a machine learning, conversational dialog engine for creating chat bots.
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Chatbot (Python) [github] 基於向量匹配的情境式聊天機器人
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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。
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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。
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使用TensorFlow实现的Sequence to Sequence的聊天机器人模型 (Python) [github]
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开放知识图谱OpenKG.cn [link]
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CLDC中文语言资源联盟 [link]
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用于训练中英文对话系统的语料库 Datasets for Training Chatbot System [github]
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中文 Wikipedia Dump [link]
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98年人民日报词性标注库@百度盘 [link]
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百度百科100gb语料@百度盘) [link] 密码neqs 出处应该是梁斌penny大神
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搜狗20061127新闻语料(包含分类)@百度盘 [link]
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UDChinese (for training spaCy POS) [github]
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八卦版問答中文語料 [github]
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中文word2vec模型 [github]
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中文突发事件语料库(Chinese Emergency Corpus)[github]
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dgk_lost_conv 中文对白语料 chinese conversation corpus [github]
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漢語拆字字典 [github]
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中国股市公告信息爬取 [github] 通过python脚本从巨潮网络的服务器获取中国股市(sz,sh)的公告(上市公司和监管机构)
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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。
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保险行业语料库 [github] [52nlp介绍Blog] OpenData in insurance area for Machine Learning Tasks
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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。
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中国中文信息学会 [website]
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NLP Conference Calender [website] Main conferences, journals, workshops and shared tasks in NLP community.
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中文Deep Learning Book [github]
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Stanford CS224n Natural Language Processing with Deep Learning 2017 [link]
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Oxford CS DeepNLP 2017 [github]
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Speech and Language Processing by Dan Jurafsky and James H. Martin [link]
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52nlp 我爱自然语言处理 [blog]
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hankcs 码农场 [blog]
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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。