Distributional Semantics and Linguistic Theory

May 06, 2019 ยท Declared Dead ยท ๐Ÿ› Annual Review of Linguistics

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Authors Gemma Boleda arXiv ID 1905.01896 Category cs.CL: Computation & Language Citations 236 Venue Annual Review of Linguistics Last Checked 2 months ago
Abstract
Distributional semantics provides multi-dimensional, graded, empirically induced word representations that successfully capture many aspects of meaning in natural languages, as shown in a large body of work in computational linguistics; yet, its impact in theoretical linguistics has so far been limited. This review provides a critical discussion of the literature on distributional semantics, with an emphasis on methods and results that are of relevance for theoretical linguistics, in three areas: semantic change, polysemy and composition, and the grammar-semantics interface (specifically, the interface of semantics with syntax and with derivational morphology). The review aims at fostering greater cross-fertilization of theoretical and computational approaches to language, as a means to advance our collective knowledge of how it works.
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