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Annotator Examples
整个工程比较完整,有用户管理系统。前端略重,对用户不是非常友好
代码 https://github.com/machinalis/iepy
说明 http://iepy.readthedocs.io/en/latest/index.html
Screenshot of Mindtagger precision task in progress
介绍 http://deepdive.stanford.edu/labeling
前端比较简单,用户界面友好。
前端代码 https://github.com/HazyResearch/mindbender
将DeepDive的corenlp部分转为支持中文的代码尝试:
https://github.com/SongRb/DeepDiveChineseApps
https://github.com/qiangsiwei/DeepDive_Chinese
https://github.com/mcavdar/deepdive/commit/6882178cbd38a5bbbf4eee8b76b1e215537425b2
介绍 http://brat.nlplab.org/index.html
在线试用 http://weaver.nlplab.org/~brat/demo/latest/#/
代码 https://github.com/nlplab/brat
用的不是网页前端而是pythonGUI,但比较轻量。
代码 https://github.com/jiesutd/SUTDAnnotator
Paper https://github.com/jiesutd/SUTDAnnotator/blob/master/lrec2018.pdf
Page: https://hazyresearch.github.io/snorkel/
Github: https://github.com/HazyResearch/snorkel
Demo Paper:https://hazyresearch.github.io/snorkel/pdfs/snorkel_demo.pdf
Code: https://bitbucket.org/dainkaplan/slate/
Paper: http://www.jlcl.org/2011_Heft2/11.pdf
和著名的spacy是一家做的
Website: https://prodi.gy/docs/
Blog: https://explosion.ai/blog/prodigy-annotation-tool-active-learning
腾讯内部工具。
labelme只有“文本类目标注和关键词标注”两种task;另外active learning的思路基本一致但貌似还没有实现。