MFC: A method of co-referent relation acquisition from large-scale Chinese corpora | |
Tian, Guogang; Cao, Cungen; Liu, Lei; Wang, Haitao | |
刊名 | FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PROCEEDINGS |
2006 | |
卷号 | 4223页码:1259-1268 |
ISSN号 | 0302-9743 |
英文摘要 | 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. |
WOS研究方向 | Computer Science |
语种 | 英语 |
出版者 | SPRINGER-VERLAG BERLIN |
WOS记录号 | WOS:000241106000157 |
内容类型 | 期刊论文 |
源URL | [http://119.78.100.204/handle/2XEOYT63/10654] |
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. |
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