知识图谱--实体关系抽取，依存句法分析

我爱自然语言处理

https://www.52nlp.cn/tag/%E4%BE%9D%E5%AD%98%E5%8F%A5%E6%B3%95%E5%88%86%E6%9E%90

 

基于Hanlp的依存句法分析

https://github.com/jsksxs360/AHANLP#4-%E4%BE%9D%E5%AD%98%E5%8F%A5%E6%B3%95%E5%88%86%E6%9E%90

https://github.com/mengxiaoxu/entity_relation_extraction

https://blog.csdn.net/qq_27009517/article/details/83306081

 

基于corenlp依存句法分析

https://blog.csdn.net/tensixchuan/article/details/106969287

https://sighsmile.github.io/2017-04-14-Python-CoreNLP/

https://www.52nlp.cn/%e6%96%af%e5%9d%a6%e7%a6%8f%e5%a4%a7%e5%ad%a6nlp%e7%bb%84python%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e8%87%aa%e7%84%b6%e8%af%ad%e8%a8%80%e5%a4%84%e7%90%86%e5%b7%a5%e5%85%b7stanza%e8%af%95%e7%94%a8#more-12599

 

 

百度依存句法分析库

https://blog.csdn.net/qq_40247584/article/details/107856033

https://github.com/baidu/DDParser
 

NLP工具为jieba和LTP，其中jieba用于分词，LTP用于词性标注和句法分析

https://blog.csdn.net/jclian91/article/details/97695387

 

OpenNRE：可一键运行的开源关系抽取工具包

http://nlp.csai.tsinghua.edu.cn/project/opennre/

 

deepdive

https://blog.csdn.net/weixin_48185819/article/details/107141083?utm_medium=distribute.pc_relevant.none-task-blog-BlogCommendFromBaidu-4.control&depth_1-utm_source=distribute.pc_relevant.none-task-blog-BlogCommendFromBaidu-4.control

 

DeepIE： 基于深度学习的信息抽取技术（预计2020年8月31日前全部更新完毕）

https://github.com/loujie0822/DeepIE

 

 

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

https://github.com/crownpku/Information-Extraction-Chinese

https://github.com/Jacen789/relation-extraction

 

基于bert的中文实体关系识别（实体关系抽取）项目开源

https://zhuanlan.zhihu.com/p/103242647

github.com/ymcui/Chinese-BERT-wwm

 

58个关系抽取工具

https://awesomeopensource.com/projects/relation-extraction

17个实体抽取工具

https://awesomeopensource.com/projects/entity-extraction

118个命名实体识别工具

https://awesomeopensource.com/projects/named-entity-recognition?categoryPage=3

 

中文分词和nlp工具比较

https://cloud.tencent.com/developer/article/1010981

https://blog.csdn.net/zzzzlei123123123/article/details/104227223

https://vlambda.com/wz_wQQRWtZC5V.html

http://www.oreilly.com.cn/radar/?p=2119

 

其他

https://github.com/opensemanticsearch/open-semantic-entity-search-api

 

命名实体识别文章

https://easyai.tech/ai-definition/ner/

 

neo4j nlp工具

https://github.com/graphaware/neo4j-nlp

 

如何使用spark和spacy构建知识图谱

https://www.slideshare.net/databricks/building-a-knowledge-graph-with-spark-and-nlp-how-we-recommend-novel-drugs-to-our-scientists

 

知识图谱综述

http://www.xml-data.org/dzkj-nature/html/201645589.htm

 

多源异构数据的大规模地理知识图谱构建

http://html.rhhz.net/CHXB/html/2018-8-1051.htm

 

农业知识图谱

https://www.cnblogs.com/chen8023miss/p/12105887.html#_label0_5