{"product_id":"semantics-and-deep-learning-paperback-softback-9781009542364","title":"Semantics and Deep Learning (Paperback \/ softback) 9781009542364","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eSemantics and Deep Learning\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eThis Element covers the interaction of two research areas: linguistic semantics and deep learning.\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eLasha Abzianidze (Author), Lisa Bylinina (Author), Denis Paperno (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781009542364, Cambridge University Press\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback \/ softback, published 16 January 2025\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e90 pages\u003cbr\u003e22.8 x 15.1 x 0.5 cm, 0.16 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eThis 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.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e1. Introduction\u003cbr\u003e 2. Textual Inference\u003cbr\u003e 3. Compositionality\u003cbr\u003e 4. Grounding: Language and Vision\u003cbr\u003e 5. Conclusions, open problems and further directions\u003cbr\u003e References.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Semantics, discourse analysis, etc [\u003ca title=\"See our other books on Semantics, discourse analysis, etc\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Semantics,%20discourse%20analysis,%20etc%20%5BCFG%5D%22\"\u003eCFG\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Cambridge University Press","offers":[{"title":"Brand New","offer_id":52415648432408,"sku":"9781009542364","price":17.49,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9781009542364i.jpg?v=1784420282","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/semantics-and-deep-learning-paperback-softback-9781009542364","provider":"Freshly Printed Books","version":"1.0","type":"link"}