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Semantics and Deep Learning

by Abzianidze, Lasha

$70.13

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Description

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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Product Details

  • Cambridge University Pres Brand
  • Jan 16, 2025 Pub Date:
  • 1009542397 ISBN-10:
  • 9781009542395 ISBN-13:
  • English Language
  • 9 in * 0.25 in * 6 in Dimensions:
  • 1 lb Weight: