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  • 标题:Integrating Type Theory and Distributional Semantics: A Case Study on Adjective–Noun Compositions
  • 本地全文:下载
  • 作者:Nicholas Asher ; Tim Van de Cruys ; Antoine Bride
  • 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:703-725
  • DOI:10.1162/COLI_a_00264
  • 语种:English
  • 出版社:MIT Press
  • 摘要:In this article, we explore an integration of a formal semantic approach to lexical meaning and an approach based on distributional methods. First, we outline a formal semantic theory that aims to combine the virtues of both formal and distributional frameworks. We then proceed to develop an algebraic interpretation of that formal semantic theory and show how at least two kinds of distributional models make this interpretation concrete. Focusing on the case of adjective–noun composition, we compare several distributional models with respect to the semantic information that a formal semantic theory would need, and we show how to integrate the information provided by distributional models back into the formal semantic framework.
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