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A Frobenius Model of Information Structure in Categorical Compositional Distributional Semantics

机译:分类组成分布语义学中信息结构的Frobenius模型

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The categorical compositional distributional model of Coecke et al. (2010) provides a linguistically motivated procedure for computing the meaning of a sentence as a function of the distributional meaning of the words therein. The theoretical framework allows for reasoning about compositional aspects of language and offers structural ways of studying the underlying relationships. While the model so far has been applied on the level of syntactic structures, a sentence can bring extra information conveyed in utterances via intona-tional means. In the current paper we extend the framework in order to accommodate this additional information, using Frobenius algebraic structures canonically induced over the basis of finite-dimensional vector spaces. We detail the theory, provide truth-theoretic and distributional semantics for meanings of intonationally-marked utterances, and present justifications and extensive examples.
机译:Coecke等人的分类组成分布模型。 (2010)提供了一种语言动机的过程,用于根据句子中单词的分布含义来计算句子的含义。理论框架允许对语言的构成方面进行推理,并提供研究潜在关系的结构方法。到目前为止,虽然该模型已在句法结构的层次上应用,但句子可以通过国际手段以言语传达额外的信息。在当前的论文中,我们使用框架在有限维向量空间上规范归纳的Frobenius代数结构,来扩展框架以容纳这些附加信息。我们详细介绍了该理论,提供了具有真实意义的理论和分布语义,以说明带有国际标志的话语的含义,并提供了论据和广泛的例子。

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