Semantics and Deep Learning - Paperback
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Availability:In StockContributor:Lasha Abzianidze, Lisa Bylinina, Denis PapernoSeries:Elements in SemanticsPublish date:2025-01-16Pages:90
Languages:EnglishPublisher:Cambridge University PressISBN-13:9781009542364ISBN-10:1009542362UPC:9781009542364Book Category:Language Arts & DisciplinesBook Subcategory:LinguisticsBook Topic:SemanticsSize:9.00 x 6.00 x 0.19 inchesWeight:0.3Product ID:SCF304QT12
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.
Languages:EnglishPublisher:Cambridge University PressISBN-13:9781009542364ISBN-10:1009542362UPC:9781009542364Book Category:Language Arts & DisciplinesBook Subcategory:LinguisticsBook Topic:SemanticsSize:9.00 x 6.00 x 0.19 inchesWeight:0.3Product ID:SCF304QT12
Publisher: Cambridge University Press
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