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# Awesome Chinese NLP

#### Github: [https://github.com/crownpku/Awesome-Chinese-NLP](https://github.com/crownpku/Awesome-Chinese-NLP)

中文自然语言处理相关资料

A curated list of resources for Chinese NLP 

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# Information Extraction Chinese

#### Code: [https://github.com/crownpku/Information-Extraction-Chinese](https://github.com/crownpku/Information-Extraction-Chinese)

#### Blog: [用Bi-GRU和字向量做端到端的中文关系抽取](http://www.crownpku.com//2017/08/19/%E7%94%A8Bi-GRU%E5%92%8C%E5%AD%97%E5%90%91%E9%87%8F%E5%81%9A%E7%AB%AF%E5%88%B0%E7%AB%AF%E7%9A%84%E4%B8%AD%E6%96%87%E5%85%B3%E7%B3%BB%E6%8A%BD%E5%8F%96.html) 

####       [用IDCNN和CRF做端到端的中文实体识别](http://www.crownpku.com//2017/08/26/%E7%94%A8IDCNN%E5%92%8CCRF%E5%81%9A%E7%AB%AF%E5%88%B0%E7%AB%AF%E7%9A%84%E4%B8%AD%E6%96%87%E5%AE%9E%E4%BD%93%E8%AF%86%E5%88%AB.html)

中文实体识别与关系提取

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 

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# Chinese Annotator

#### Code: [https://github.com/deepwel/Chinese-Annotator](https://github.com/deepwel/Chinese-Annotator)

#### Blog: [构想：中文文本标注工具](http://www.crownpku.com//2017/11/09/%E6%9E%84%E6%83%B3-%E4%B8%AD%E6%96%87%E6%96%87%E6%9C%AC%E6%A0%87%E6%B3%A8%E5%B7%A5%E5%85%B7.html)

中文文本标注工具 

Annotator for Chinese Text Corpus

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# Rasa NLU Chi

#### Code: [https://github.com/crownpku/Rasa_NLU_Chi](https://github.com/crownpku/Rasa_NLU_Chi)

#### Blog: [用Rasa_NLU构建自己的中文NLU系统](http://www.crownpku.com//2017/07/27/%E7%94%A8Rasa_NLU%E6%9E%84%E5%BB%BA%E8%87%AA%E5%B7%B1%E7%9A%84%E4%B8%AD%E6%96%87NLU%E7%B3%BB%E7%BB%9F.html)

中文自然语言理解

Turn Chinese natural language into structured data

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# Somiao Pinyin

#### Code: [https://github.com/crownpku/Somiao-Pinyin](https://github.com/crownpku/Somiao-Pinyin)

#### Blog: [搜喵输入法：用seq2seq训练自己的拼音输入法](http://www.crownpku.com//2017/09/10/%E6%90%9C%E5%96%B5%E8%BE%93%E5%85%A5%E6%B3%95-%E7%94%A8seq2seq%E8%AE%AD%E7%BB%83%E8%87%AA%E5%B7%B1%E7%9A%84%E6%8B%BC%E9%9F%B3%E8%BE%93%E5%85%A5%E6%B3%95.html)

搜喵拼音输入法 

Somiao Pinyin: Train your own Chinese Input Method with Seq2seq Model

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# text2vec

#### Code: [https://github.com/crownpku/text2vec](https://github.com/crownpku/text2vec)

#### Blog: [Text2Vec：简单的文本向量化工具](http://www.crownpku.com//2018/03/30/Text2Vec-%E7%AE%80%E5%8D%95%E7%9A%84%E6%96%87%E6%9C%AC%E5%90%91%E9%87%8F%E5%8C%96%E5%B7%A5%E5%85%B7.html)

Easily generate document/paragraph/sentence vectors and calculate similarity. 

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# HK IPO Prediction

#### Code: [https://github.com/crownpku/hk_ipo_prediction](https://github.com/crownpku/hk_ipo_prediction)

#### Blog: [港股新股首日升幅预测：一个简单的机器学习项目](http://www.crownpku.com//2017/07/22/%E6%B8%AF%E8%82%A1%E6%96%B0%E8%82%A1%E9%A6%96%E6%97%A5%E5%8D%87%E5%B9%85%E9%A2%84%E6%B5%8B-%E4%B8%80%E4%B8%AA%E7%AE%80%E5%8D%95%E7%9A%84%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E9%A1%B9%E7%9B%AE.html)

Predict first day performance of Hong Kong IPO stocks: A pipeline example of machine learning projects 

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# Share Everything

#### Code: [https://github.com/crownpku/share_everything](https://github.com/crownpku/share_everything)
#### Blog: [共享经济和一个实验](http://www.crownpku.com//2017/02/19/%E5%85%B1%E4%BA%AB%E7%BB%8F%E6%B5%8E%E5%92%8C%E4%B8%80%E4%B8%AA%E5%AE%9E%E9%AA%8C.html)

共享经济和一个实验

wechat public account share_everything code<commit_msg>refactor for project page<commit_after>---
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# Personal Projects

##### [Awesome Chinese NLP](https://github.com/crownpku/Awesome-Chinese-NLP)

##### [Information Extraction Chinese](https://github.com/crownpku/Information-Extraction-Chinese) [Blog1](http://www.crownpku.com//2017/08/19/%E7%94%A8Bi-GRU%E5%92%8C%E5%AD%97%E5%90%91%E9%87%8F%E5%81%9A%E7%AB%AF%E5%88%B0%E7%AB%AF%E7%9A%84%E4%B8%AD%E6%96%87%E5%85%B3%E7%B3%BB%E6%8A%BD%E5%8F%96.html) [Blog2](http://www.crownpku.com//2017/08/26/%E7%94%A8IDCNN%E5%92%8CCRF%E5%81%9A%E7%AB%AF%E5%88%B0%E7%AB%AF%E7%9A%84%E4%B8%AD%E6%96%87%E5%AE%9E%E4%BD%93%E8%AF%86%E5%88%AB.html)

##### [Somiao Pinyin](https://github.com/crownpku/Somiao-Pinyin) [Blog](http://www.crownpku.com//2017/09/10/%E6%90%9C%E5%96%B5%E8%BE%93%E5%85%A5%E6%B3%95-%E7%94%A8seq2seq%E8%AE%AD%E7%BB%83%E8%87%AA%E5%B7%B1%E7%9A%84%E6%8B%BC%E9%9F%B3%E8%BE%93%E5%85%A5%E6%B3%95.html)

##### [text2vec](https://github.com/crownpku/text2vec) [Blog](http://www.crownpku.com//2018/03/30/Text2Vec-%E7%AE%80%E5%8D%95%E7%9A%84%E6%96%87%E6%9C%AC%E5%90%91%E9%87%8F%E5%8C%96%E5%B7%A5%E5%85%B7.html)

##### [HK IPO Prediction](https://github.com/crownpku/hk_ipo_prediction) [Blog](http://www.crownpku.com//2017/07/22/%E6%B8%AF%E8%82%A1%E6%96%B0%E8%82%A1%E9%A6%96%E6%97%A5%E5%8D%87%E5%B9%85%E9%A2%84%E6%B5%8B-%E4%B8%80%E4%B8%AA%E7%AE%80%E5%8D%95%E7%9A%84%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E9%A1%B9%E7%9B%AE.html)

##### [Share Everything](https://github.com/crownpku/share_everything) [Blog](http://www.crownpku.com//2017/02/19/%E5%85%B1%E4%BA%AB%E7%BB%8F%E6%B5%8E%E5%92%8C%E4%B8%80%E4%B8%AA%E5%AE%9E%E9%AA%8C.html)

##### [Small Chinese Corpus](https://github.com/crownpku/Small-Chinese-Corpus)

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# Contributor for Projects

##### [Chinese Annotator](https://github.com/deepwel/Chinese-Annotator) [Blog](http://www.crownpku.com//2017/11/09/%E6%9E%84%E6%83%B3-%E4%B8%AD%E6%96%87%E6%96%87%E6%9C%AC%E6%A0%87%E6%B3%A8%E5%B7%A5%E5%85%B7.html)

##### [Rasa NLU](https://github.com/RasaHQ/rasa_nlu) [Blog](http://www.crownpku.com//2017/07/27/%E7%94%A8Rasa_NLU%E6%9E%84%E5%BB%BA%E8%87%AA%E5%B7%B1%E7%9A%84%E4%B8%AD%E6%96%87NLU%E7%B3%BB%E7%BB%9F.html)



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