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  • 标题:Verb Class Disambiguation Using Informative Priors
  • 本地全文:下载
  • 作者:Mirella Lapata ; Chris Brew
  • 期刊名称:Computational Linguistics
  • 印刷版ISSN:0891-2017
  • 电子版ISSN:1530-9312
  • 出版年度:2004
  • 卷号:30
  • 期号:1
  • 页码:45-73
  • DOI:10.1162/089120104773633385
  • 语种:English
  • 出版社:MIT Press
  • 摘要:Levin's (1993) study of verb classes is a widely used resource for lexical semantics. In her framework, some verbs, such as give, exhibit no class ambiguity. But other verbs, such as write, have several alternative classes. We extend Levin's inventory to a simple statistical model of verb class ambiguity. Using this model we are able to generate preferences for ambiguous verbs without the use of a disambiguated corpus. We additionally show that these preferences are useful as priors for a verb sense disambiguator.
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