Semantics and Deep Learning by Lasha Abzianidze
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.
| SKU | Unavailable |
| ISBN 13 | 9781009542395 |
| ISBN 10 | 1009542397 |
| Title | Semantics and Deep Learning |
| Author | Lasha Abzianidze |
| Series | Elements In Semantics |
| Condition | Unavailable |
| Binding Type | Hardback |
| Publisher | Cambridge University Press |
| Year published | 2025-01-16 |
| Number of pages | 90 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |