Pronoun Resolution with Markov Logic Networks

摘要：

Pronoun resolution refers to the problem of determining the coreference linkages between the antecedents and the pronouns.We propose to employ a combined model of statistical learning and first-order logic,the Markov logic network (MLN).Our proposed model can more effectively characterize the pronoun coreference resolution process that requires conducting inference upon a variety of conditions.The influence of different types of constraints are also investigated.

作者: Ki Chan Wai Lam

作者单位: Department of Systems Engineering and Engineering Management,The Chinese University of Hong Kong

会议类型: 国际会议

会议名称: 4th Asia Information Retrieval Symposium(AIRS 2008)(第四届亚洲信息检索研讨会)

会议地点: 哈尔滨

会议语种:英文

页码: 153-164

在线出版日期: 2008-01-16（万方平台首次上网日期，不代表论文的发表时间）