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career_network:resources [2020/04/15 01:05] – created yangcareer_network:resources [2020/08/09 13:00] (current) – keli
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 [[career_network:top|<< back to project home]] [[career_network:top|<< back to project home]]
  
 +== Domain-Specific Knowledge == 
 +Civil service system:
 +  * [[http://www.gov.cn/xinwen/2018-12/03/content_5345329.htm | 2019年度中央机关公开遴选和公开选调公务员公告]]
 +  * [[https://baike.baidu.com/item/中华人民共和国公务员级别/6041164?fromtitle=公务员级别&fromid=5751884 | 中华人民共和国公务员级别]]
 +
 +== Literature & Tutorials ==
 +HMM: Hidden Markov Model
 +  * [[https://web.stanford.edu/~jurafsky/slp3/A.pdf | Hidden Markov Models]]: a paper talking about the HMM clearly
 +  * [[https://github.com/CQUPT-Wan/HMMwordseg.git | HMM on Chinese segmentation]]: Code implementation of HMM Viterbi
 +
 +CRF: Conditional Random Fields
 +  * [[http://www.inference.org.uk/hmw26/crf/ | CRF literature summary]]: a literature review for CRF
 +  * [[http://www.cs.columbia.edu/~mcollins/crf.pdf | Log-Linear Models,MEMMs,and CRFs]]
 +
 +== Tools ==
 Chinese language segmentation  Chinese language segmentation 
   * [[https://github.com/hankcs/HanLP | HanLP]]: a comprehensive tool for Chinese NLP tasks   * [[https://github.com/hankcs/HanLP | HanLP]]: a comprehensive tool for Chinese NLP tasks
   * [[https://github.com/fxsjy/jieba | Jieba]]: a popular Chinese segmentation library   * [[https://github.com/fxsjy/jieba | Jieba]]: a popular Chinese segmentation library
 +  * [[https://github.com/lancopku/PKUSeg-python | PKUseg ]]: a Multi-Domain Chinese Word Segmentation Toolkit
  
  
  
 Tree data structure & visualization tools Tree data structure & visualization tools
-  * [[https://treelib.readthedocs.io/en/latest/index.html |TreeLib ]]: a simple tree data structure for python +  * [[https://treelib.readthedocs.io/en/latest/index.html |TreeLib ]]: a simple tree data structure for python  
-  * HanLP:  [[https://github.com/hankcs/HanLP]]: an example  +  * [[https://bl.ocks.org/d3noob/8375092 | d3.js Tree demo]]: a collapsible tree example    
-  * Jieba: [[https://github.com/fxsjy/jieba]]+
  
 NLP Annotation Tools NLP Annotation Tools
-* [[https://prodi.gy/ | Prodigy]]: an annotation tool for various NLP tasks with active learning +  * [[https://prodi.gy/ | Prodigy]]: an annotation tool for various NLP tasks with active learning 
-* Chinese-Annotator: Chinese version of prodigy+  * [[https://github.com/deepwel/Chinese-Annotator | Chinese-Annotator]]: Chinese version of prodigy
career_network/resources.1586927103.txt.gz · Last modified: 2020/04/15 01:05 by yang