Semantics and Deep Learning

Name: Semantics and Deep Learning
Brand: Cambridge University Press
SKU: 9781009542395
Price: 10100 KES
Availability: OutOfStock
ISBN: 9781009542395

by Denis Paperno , Lasha Abzianidze , Lisa Bylinina

Book Details

Format Hardback

Book Series Elements in Semantics

ISBN-10 1009542397

ISBN-13 9781009542395

Publisher Cambridge University Press

Imprint Cambridge University Press

Country of Manufacture GB

Country of Publication GB

Publication Date Jan 16th, 2025

Print length 90 Pages

Weight 271 grams

Product Classification: Semantics, discourse analysis, etc Semantics, discourse analysis, stylistics Computer science

KSh 10,100.00

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This Element covers the interaction of two research areas: linguistic semantics and deep learning. It focuses on three phenomena central to natural language interpretation: reasoning and inference; compositionality; extralinguistic grounding. Representation of these phenomena in recent neural models is discussed, along with the quality of these representations and ways to evaluate them (datasets, tests, measures). The Element closes with suggestions on possible deeper interactions between theoretical semantics and language technology based on deep learning models.

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