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Leveraging Chinese encyclopedia for weakly supervised relation extraction

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成果类型:
期刊论文
作者:
Guo, Xiyue;He, Tingting(何婷婷
通讯作者:
He, Tingting(tthe@mail.ccnu.edu.cn)
作者机构:
[Guo, Xiyue] National Engineering Research Center for E-learning, Central China Normal University, Wuhan, China
[Guo, Xiyue] School of Information Technology, Xingyi Normal University for Nationalities, Xingyi, China
[He, Tingting] School of Computer, Central China Normal University, Wuhan, China
语种:
英文
期刊:
Lecture Notes in Computer Science
ISSN:
0302-9743
年:
2016
卷:
9544
页码:
127-140
机构署名:
本校为第一机构
院系归属:
计算机学院
国家数字化学习工程技术研究中心
摘要:
In the research of named-entity relation extraction based on supervision, selecting relation features for traditional methods are usually finished by people, and it’s hard to implement these methods for large-scale corpus. On the other hand, fixing relation types is the premise, so the practicabilities of these methods are not so ideal. This paper presents a weakly supervised method for Chinese named-entity relation extraction without man-made annotations, and the relation types in this method are not chosen artificially. The method collects entity relation types from the structured know...

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