NLP笔记¶
这里记下我的NLP笔记,2021年1月开始为毕业论文做准备,因为专业非CS,偏应用向
自然语言处理工具¶
- NLTK:https://github.com/nltk/nltk
- 图数据元学习:https://github.com/THUMNLab/AutoGL
- 文本数据元学习:https://github.com/awslabs/autogluon
- 百度nlp开箱即用工具集:https://nlp.baidu.com/homepage/nlptools|https://github.com/PaddlePaddle/models/tree/develop/PaddleNLP
- 一个小玩具snownlp:https://github.com/isnowfy/snownlp
- 百度分词,词性标注,命名实体识别:https://github.com/baidu/lac
- 百度情感分析:https://github.com/baidu/Senta
- 百度开源的依存句法分析系统:https://github.com/baidu/DDParser
- 信息抽取工具集(抽出三元组):https://www.jianshu.com/p/a1994336af2d
- 中文命名实体识别和关系抽取:https://zhuanlan.zhihu.com/p/268625650
社区¶
中文开放知识图谱:http://openkg.cn/home
大佬¶
中科院刘焕勇:https://liuhuanyong.github.io/
项目¶
- 罪名法务问答:https://github.com/liuhuanyong/CrimeKgAssitant
- 相似案件匹配:https://github.com/padeoe/cail2019
- 林业法律法规问答:https://github.com/17680329677/Forestry_LAW
- 知识图谱学习(医药问答):https://github.com/datawhalechina/team-learning-nlp/tree/master/KnowledgeGraph_Basic
- 罪名判决根据卷宗预测:https://github.com/liuhuanyong/LawCrimeMining
资源¶
- 中文词向量:https://github.com/Embedding/Chinese-Word-Vectors
- nlp资源库:https://github.com/fighting41love/funNLP
- 中科院NLPAPI:https://nlp.datahorizon.cn/help.cgi.html
- 法务nlp论文资源:https://github.com/bamtercelboo/Awesome-Law-NLP-Research-Work
- 东南大学知识图谱研究生课程:https://github.com/npubird/KnowledgeGraphCourse
- protegeweb:https://webprotege.stanford.edu/
- 知识推理实践:https://www.cnblogs.com/xiaoqi/p/kg-inference-1.html
- 知识图谱推理:http://reader.epubee.com/books/mobile/cc/cc219bda88f77cd8612c76540dd98cef/text00011.html
- 知识图谱推理方法总结:https://zhuanlan.zhihu.com/p/78744231|https://zhuanlan.zhihu.com/p/42340077|https://my.oschina.net/u/4581664/blog/4376159
- 华为知识图谱介绍:https://support.huaweicloud.com/usermanual-kg/kg_01_0004.html
- 图数据库:https://github.com/arangodb/arangodb|https://github.com/JanusGraph/janusgraph|https://github.com/cayleygraph/cayley
- 以知识为中心的情报智能:https://www.secrss.com/articles/14281
可视化工具¶
参考:https://zhuanlan.zhihu.com/p/148990503
- 社会关系可视化:https://github.com/gephi/gephi