Affiliation:
1. Computational Linguistics Laboratory, University of Pisa, Pisa 56126, Italy;
Abstract
Distributional semantics is a usage-based model of meaning, based on the assumption that the statistical distribution of linguistic items in context plays a key role in characterizing their semantic behavior. Distributional models build semantic representations by extracting co-occurrences from corpora and have become a mainstream research paradigm in computational linguistics. In this review, I present the state of the art in distributional semantics, focusing on its assets and limits as a model of meaning and as a method for semantic analysis.
Subject
Linguistics and Language,Language and Linguistics
Cited by
200 articles.
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