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  • 标题:Aligning Packed Dependency Trees: A Theory of Composition for Distributional Semantics
  • 本地全文:下载
  • 作者:David Weir ; Julie Weeds ; Jeremy Reffin
  • 期刊名称:Computational Linguistics
  • 印刷版ISSN:0891-2017
  • 电子版ISSN:1530-9312
  • 出版年度:2016
  • 卷号:42
  • 期号:4
  • 页码:727-761
  • DOI:10.1162/COLI_a_00265
  • 语种:English
  • 出版社:MIT Press
  • 摘要:We present a new framework for compositional distributional semantics in which the distributional contexts of lexemes are expressed in terms of anchored packed dependency trees. We show that these structures have the potential to capture the full sentential contexts of a lexeme and provide a uniform basis for the composition of distributional knowledge in a way that captures both mutual disambiguation and generalization.
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