BriefGPT.xyz
Dec, 2015
组合分布式语义中的句子蕴含
Sentence Entailment in Compositional Distributional Semantics
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Esma Balkir, Dimitri Kartsaklis, Mehrnoosh Sadrzadeh
TL;DR
本文介绍了基于矢量表示的分布语义模型，扩展到短语和句子，提出了分类组合分布语义学理论框架，实现了短语和句子层面的言外推理，并通过实验论证了基于密度矩阵的熵距离在词语和短语、句子层面的言外推理可行性和优越性。
Abstract
distributional semantic models
provide vector representations for words by gathering co-occurrence frequencies from corpora of text.
compositional distributional models
extend these representations from words to
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