Semantics and Deep Learning

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.

List of contents

1. Introduction; 2. Textual Inference; 3. Compositionality; 4. Grounding: Language and Vision; 5. Conclusions, open problems and further directions; References.

Summary

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.

Foreword

This Element covers the interaction of two research areas: linguistic semantics and deep learning.

Product details

• Authors: Lasha Abzianidze, Lasha (Utrecht University) Bylinina Abzianidze, Lisa Bylinina, Denis Paperno, Paperno Denis
• Publisher: Cambridge University Press ELT
• Languages: English
• Product format: Paperback / Softback
• Released: 31.01.2025
• EAN: 9781009542364
• ISBN: 978-1-0-0954236-4
• No. of pages: 90
• Series: Elements in Semantics
• Subjects: Humanities, art, music > Linguistics and literary studies > Other languages / Other literatures; COMPUTERS / Computer Science, LANGUAGE ARTS & DISCIPLINES / Linguistics / Semantics, computer science, Semantics, discourse analysis, stylistics, Semantics, discourse analysis, etc