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  • 标题:Graded hyponymy for compositional distributional semantics
  • 本地全文:下载
  • 作者:Dea Bankova ; Bob Coecke ; Martha Lewis
  • 期刊名称:Journal of Language Modelling
  • 印刷版ISSN:2299-856X
  • 电子版ISSN:2299-8470
  • 出版年度:2018
  • 卷号:6
  • 期号:2
  • 页码:225-260
  • DOI:10.15398/jlm.v6i2.230
  • 语种:English
  • 出版社:Polish Academy of Sciences
  • 摘要:The categorical compositional distributional model of natural language provides a conceptually motivated procedure to compute the meaning of a sentence,given its grammatical structure and the mean_ings of its words.This approach has outperformed other models in mainstream empirical language processing tasks,but lacks an effec_tive model of lexical entailment.We address this shortcoming by ex?ploiting the freedom in our abstract categorical framework to change our choice of semantic model.This allows us to describe hyponymy as a graded order on meanings,using models of partial information used in quantum computation.Quantum logic embeds in this graded order.
  • 关键词:categorical compositional distributional semantics;computational linguistics;entailment;density operator
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