Information Theory–based Compositional Distributional Semantics

In the context of text representation, Compositional Distributional Semantics models aim to fuse the Distributional Hypothesis and the Principle of Compositionality. Text embedding is based on co-ocurrence distributions and the representations are in turn combined by compositional functions taking i...

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Bibliographic Details
Main Authors: Enrique Amigó, Alejandro Ariza-Casabona, Victor Fresno, M. Antònia Martí
Format: Article
Language:English
Published: The MIT Press 2022-08-01
Series:Computational Linguistics
Online Access:http://dx.doi.org/10.1162/coli_a_00454