Verb Phrase Ellipsis using Frobenius Algebras in Categorical Compositional Distributional Semantics
نویسندگان
چکیده
We sketch the basis of a categorical compositional distributional semantic approach to the analysis of verb phrase ellipsis.
منابع مشابه
A Unified Sentence Space for Categorical Distributional-Compositional Semantics: Theory and Experiments
This short paper summarizes a faithful implementation of the categorical framework of Coecke et al. (2010), the aim of which is to provide compositionality in distributional models of lexical semantics. Based on Frobenius Algebras, our method enable us to (1) have a unifying meaning space for phrases and sentences of different structure and word vectors, (2) stay faithful to the linguistic type...
متن کاملA Frobenius Model of Information Structure in Categorical Compositional Distributional Semantics
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 mode...
متن کاملCompositional distributional semantics with compact closed categories and Frobenius algebras
The provision of compositionality in distributional models of meaning, where a word is represented as a vector of co-occurrence counts with every other word in the vocabulary, offers a solution to the fact that no text corpus, regardless of its size, is capable of providing reliable co-occurrence statistics for anything but very short text constituents. The purpose of a compositional distributi...
متن کاملQuantization, Frobenius and Bi Algebras from the Categorical Framework of Quantum Mechanics to Natural Language Semantics
Compact Closed categories and Frobenius and Bi algebras have been applied to model and reason about Quantum protocols. The same constructions have also been applied to reason about natural language semantics under the name: “categorical distributional compositional” semantics, or in short, the “DisCoCat” model. This model combines the statistical vector models of word meaning with the compositi...
متن کاملThe Frobenius Anatomy of Relative Pronouns
This paper develops a compositional vector-based semantics of relative pronouns within a categorical framework. Frobenius algebras are used to formalise the operations required to model the semantics of relative pronouns, including passing information between the relative clause and the modified noun phrase, as well as copying, combining, and discarding parts of the relative clause. We develop ...
متن کامل