期刊文献+

统计与规则相结合的中文指代消解

在线阅读 下载PDF
导出
摘要 研究选定了6种特征向量,在120个手工标注的指代样本的基础上采用C5.0决策树方法训练得到一棵用于中文名词短语指代消解的决策树,并对其进行实验测试。采用决策树的if-then规则之前加入四条针对代词指代消解的规则的方法来改进系统。
出处 《黑龙江科技信息》 2014年第1期115-115,共1页 Heilongjiang Science and Technology Information
  • 相关文献

参考文献4

二级参考文献17

  • 1Soon W M,Ng H T,Lim C Y.A Machine Learning Approach to Coreference Resolution of Noun Phrases[J].Computational Linguistics,2001,27(4):521-544.
  • 2Yang Xiaofeng,Zhou Guodong,Su Jian.Coreference Resolution Using Competition Learning Approach[C]//Proc.of ACL'03.Sapporo,Japan:[s.n.],2003.
  • 3Yang Xiaofeng,Su Jian,Tan Chew Lim.Kernel-based Pronoun Resolution with Structured Syntactic Knowledge[C]//Proc.of ACL'06.Sydney,Australia:[s.n.],2006.
  • 4Zhou Guodong,Kong Fang,Zhu Qiaoming.Context-sensitive Convolution Tree Kernel for Pronoun Resolution[C]//Proc.of IJCNLP'08.Hyderabad,India:[s.n.],2008.
  • 5Vincent N G.Semantic Class Induction and Coreference Resolution[C]//Proc.of ACL'07.Prague,Czech Republic:[s.n.],2007.
  • 6Mitkov R.Anaphora resolution:the state of the art.Working paper(Based on the COLING’98/ACL’98 tutorial on anaphora resolution).University of Wolverhampton,Wolverhampton,1999.
  • 7Mitkov R. Anaphora resolution: the state of the art. Working paper (Based on the COLING'98/ACL'98 tutorial on anaphora resolution). University of Wolverhampton, Wolverhampton,1999.
  • 8Lappin S, Leass H. An algorithm for pronominal anaphora resolution. Computational Linguistics, 1994,20(4) : 535-561
  • 9MaCarthy J F,Lehnert W G. Using decision trees for coreference resolution. In :Proceedings of 14th International Joint Conference on Artificial Intelligence Montreal, 1995. 1050-1055.
  • 10Ya-qian Z, Chang-ning H, et al. Transformation Based Chinese Entity Detection and Tracking. In: Proc. of the Second International Joint Conference on Natural Language Processing,2005

共引文献24

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部