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Verlag: MIT Press, 2000
ISBN 10: 0262590212ISBN 13: 9780262590211
Anbieter: Better World Books, Mishawaka, IN, USA
Buch
Zustand: Good. Former library book; may include library markings. Used book that is in clean, average condition without any missing pages.
Verlag: Addison Wesley Longman Publishing Co, 1987
ISBN 10: 0201090449ISBN 13: 9780201090444
Anbieter: Ammareal, Morangis, Frankreich
Buch
Hardcover. Zustand: Très bon. Ancien livre de bibliothèque. Couverture différente. Edition 1987. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Very good. Former library book. Different cover. Edition 1987. Ammareal gives back up to 15% of this item's net price to charity organizations.
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Gebraucht ab EUR 5,19
Verlag: AAAI Press, 2000
ISBN 10: 0262590212ISBN 13: 9780262590211
Buch Erstausgabe
Soft cover. Zustand: Very Good. 1st Edition.
Verlag: Springer Nature Singapore, 2024
ISBN 10: 9819707498ISBN 13: 9789819707492
Anbieter: AHA-BUCH GmbH, Einbeck, Deutschland
Buch
Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Over the last few years, natural language processing has seen remarkable progress due to the emergence of larger-scale models, better training techniques, and greater availability of data. Examples of these advancements include GPT-4, ChatGPT, and other pre-trained language models. These models are capable of characterizing linguistic patterns and generating context-aware representations, resulting in high-quality output. However, these models rely solely on input-output pairs during training and, therefore, struggle to incorporate external world knowledge, such as named entities, their relations, common sense, and domain-specific content. Incorporating knowledge into the training and inference of language models is critical to their ability to represent language accurately. Additionally, knowledge is essential in achieving higher levels of intelligence that cannot be attained through statistical learning of input text patterns alone. In this book, we will review recent developmentsin the field of natural language processing, specifically focusing on the role of knowledge in language representation. We will examine how pre-trained language models like GPT-4 and ChatGPT are limited in their ability to capture external world knowledge and explore various approaches to incorporate knowledge into language models. Additionally, we will discuss the significance of knowledge in enabling higher levels of intelligence that go beyond statistical learning on input text patterns. Overall, this survey aims to provide insights into the importance of knowledge in natural language processing and highlight recent advances in this field.
Verlag: Cambridge University Press, 1988
ISBN 10: 0521363004ISBN 13: 9780521363006
Anbieter: Anybook.com, Lincoln, Vereinigtes Königreich
Buch
Zustand: Fair. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. Clean from markings. In fair condition, suitable as a study copy. No dust jacket. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,800grams, ISBN:9780521363006.
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Verlag: Cambridge University Press, 2009
ISBN 10: 0521104769ISBN 13: 9780521104760
Anbieter: WeBuyBooks, Rossendale, LANCS, Vereinigtes Königreich
Buch
Zustand: Good. Most items will be dispatched the same or the next working day. Previously water damaged.
Anbieter: Antiquariaat Isis, Groningen, Niederlande
Reading, Addison-Wesley, 1987. (2nd revised). (XII) 476 pp. cloth + dustjacket. Bibliography. *library sticker on dustjacket and endpaper, library stamp verso title page, otherwise in good condition*.
Verlag: Springer International Publishing, 2020
ISBN 10: 3030448290ISBN 13: 9783030448295
Anbieter: AHA-BUCH GmbH, Einbeck, Deutschland
Buch
Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book provides readers with a practical guide to the principles of hybrid approaches to natural language processing (NLP) involving a combination of neural methods and knowledge graphs. To this end, it first introduces the main building blocks and then describes how they can be integrated to support the effective implementation of real-world NLP applications. To illustrate the ideas described, the book also includes a comprehensive set of experiments and exercises involving different algorithms over a selection of domains and corpora in various NLP tasks. Throughout, the authors show how to leverage complementary representations stemming from the analysis of unstructured text corpora as well as the entities and relations described explicitly in a knowledge graph, how to integrate such representations, and how to use the resulting features to effectively solve NLP tasks in a range of domains. In addition, the book offers access to executable code with examples, exercises and real-world applications in key domains, like disinformation analysis and machine reading comprehension of scientific literature. All the examples and exercises proposed in the book are available as executable Jupyter not Elektronisches Buch in a GitHub repository. They are all ready to be run on Google Colaboratory or, if preferred, in a local environment.A valuable resource for anyone interested in the interplay between neural and knowledge-based approaches to NLP, this book is a useful guide for readers with a background in structured knowledge representations as well as those whose main approach to AI is fundamentally based on logic. Further, it will appeal to those whose main background is in the areas of machine and deep learning who are looking for ways to leverage structured knowledge bases to optimize results along the NLP downstream.
Verlag: Springer International Publishing, 2021
ISBN 10: 3030448320ISBN 13: 9783030448325
Anbieter: AHA-BUCH GmbH, Einbeck, Deutschland
Buch
Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book provides readers with a practical guide to the principles of hybrid approaches to natural language processing (NLP) involving a combination of neural methods and knowledge graphs. To this end, it first introduces the main building blocks and then describes how they can be integrated to support the effective implementation of real-world NLP applications. To illustrate the ideas described, the book also includes a comprehensive set of experiments and exercises involving different algorithms over a selection of domains and corpora in various NLP tasks. Throughout, the authors show how to leverage complementary representations stemming from the analysis of unstructured text corpora as well as the entities and relations described explicitly in a knowledge graph, how to integrate such representations, and how to use the resulting features to effectively solve NLP tasks in a range of domains. In addition, the book offers access to executable code with examples, exercises and real-world applications in key domains, like disinformation analysis and machine reading comprehension of scientific literature. All the examples and exercises proposed in the book are available as executable Jupyter not Elektronisches Buch in a GitHub repository. They are all ready to be run on Google Colaboratory or, if preferred, in a local environment.A valuable resource for anyone interested in the interplay between neural and knowledge-based approaches to NLP, this book is a useful guide for readers with a background in structured knowledge representations as well as those whose main approach to AI is fundamentally based on logic. Further, it will appeal to those whose main background is in the areas of machine and deep learning who are looking for ways to leverage structured knowledge bases to optimize results along the NLP downstream.
Verlag: Walter de Gruyter, 2008
ISBN 10: 3110207354ISBN 13: 9783110207354
Anbieter: Books From California, Simi Valley, CA, USA
Buch
Hardcover. Zustand: Fine. Plastic wrapped.
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Mehr entdecken Hardcover
Verlag: Amsterdam, New York, Oxford, Tokyo: North-Holland,, 1989
ISBN 10: 0444873562ISBN 13: 9780444873569
Anbieter: Antiquariat Seitenwechsel, Hildesheim, NI, Deutschland
Buch
ehem. Bibliotheksexpl., Rückensignatur, Bibliotheksstempel innen, ansonsten einwandfrei, former library book, very good condition, as new 0444873562 Mit offener Rechnung beliefern wir gerne Buchhandlungen, Bibliotheken, Antiquariate, Schulen, Galerien und Institutionen. Bei neuen uns noch unbekannten privaten Kunden erlauben wir uns die Bitte um Vorauskasse. Wir bitten um Ihr Verständnis. Sprache: Englisch Gewicht in Gramm: 550 8°, Hardcover, laminated cloth, geb. in OLeineneinband, 296 pp.