MFC: A method of co-referent relation acquisition from large-scale Chinese corpora

	MFC: A method of co-referent relation acquisition from large-scale Chinese corpora
	Tian, Guogang ; Cao, Cungen ; Liu, Lei ; Wang, Haitao
	2006
发表期刊	FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PROCEEDINGS
ISSN	0302-9743
卷号	4223 页码:1259-1268
摘要	This paper proposes a multi-feature constrained method (MFC) to acquire co-referent relations from large-scale Chinese corpora. The MFC has two phases: candidate relations extraction and verification. The extraction phase uses distribution distance, pattern homogeneity and coordination distribution features of co-referent target words to extract candidate relations from Chinese corpora. In the verification phase, we define an ontology for co-referent token words, and build a relation graph for all candidate relations. Both the ontology and the graph are integrated to generate individual, joint and reinforced strategies to verify candidate relations. Comprehensive experiments have shown that the MFC is practical, and can also be extended to acquire other types of relations.
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000241106000157
出版者	SPRINGER-VERLAG BERLIN
引用统计
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/10655
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Tian, Guogang
作者单位	1.Chinese Acad Sci, Key Lab Intelligent Informat Proc, Inst Comp Technol, Beijing 100080, Peoples R China 2.Grad Univ, Chinese Acad Sci, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Tian, Guogang,Cao, Cungen,Liu, Lei,et al. MFC: A method of co-referent relation acquisition from large-scale Chinese corpora[J]. FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PROCEEDINGS,2006,4223:1259-1268.
APA	Tian, Guogang,Cao, Cungen,Liu, Lei,&Wang, Haitao.(2006).MFC: A method of co-referent relation acquisition from large-scale Chinese corpora.FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PROCEEDINGS,4223,1259-1268.
MLA	Tian, Guogang,et al."MFC: A method of co-referent relation acquisition from large-scale Chinese corpora".FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PROCEEDINGS 4223(2006):1259-1268.