Condizione: New. pp. 172 1st ed. 2024 edition NO-PA16APR2015-KAP.
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Aggiungi al carrelloTaschenbuch. Condizione: Neu. Cognitive Plausibility in Natural Language Processing | Lisa Beinborn (u. a.) | Taschenbuch | Synthesis Lectures on Human Language Technologies | xi | Englisch | 2024 | Springer | EAN 9783031432620 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Aggiungi al carrelloCondizione: new. Questo è un articolo print on demand.
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Aggiungi al carrelloCondizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt.
Lingua: Inglese
Editore: Springer International Publishing, 2023
ISBN 10: 3031432592 ISBN 13: 9783031432590
Da: moluna, Greven, Germania
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Aggiungi al carrelloCondizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides a resource for students and researchers in natural language processing, machine learning, and cognitive scienceArgues that model development targeted purely toward performance-driven evaluation has reached a ceilingApproaches the t.
Lingua: Inglese
Editore: Springer, Springer International Publishing Nov 2024, 2024
ISBN 10: 3031432622 ISBN 13: 9783031432620
Da: buchversandmimpf2000, Emtmannsberg, BAYE, Germania
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Aggiungi al carrelloTaschenbuch. Condizione: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book explores the cognitive plausibility of computational language models and why it's an important factor in their development and evaluation. The authors present the idea that more can be learned about cognitive plausibility of computational language models by linking signals of cognitive processing load in humans to interpretability methods that allow for exploration of the hidden mechanisms of neural models. The book identifies limitations when applying the existing methodology for representational analyses to contextualized settings and critiques the current emphasis on form over more grounded approaches to modeling language. The authors discuss how novel techniques for transfer and curriculum learning could lead to cognitively more plausible generalization capabilities in models. The book also highlights the importance of instance-level evaluation and includes thorough discussion of the ethical considerations that may arise throughout the various stages of cognitive plausibility research.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 172 pp. Englisch.
Lingua: Inglese
Editore: Springer, Springer International Publishing Okt 2023, 2023
ISBN 10: 3031432592 ISBN 13: 9783031432590
Da: buchversandmimpf2000, Emtmannsberg, BAYE, Germania
EUR 42,79
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Aggiungi al carrelloBuch. Condizione: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book explores the cognitive plausibility of computational language models and why it's an important factor in their development and evaluation. The authors present the idea that more can be learned about cognitive plausibility of computational language models by linking signals of cognitive processing load in humans to interpretability methods that allow for exploration of the hidden mechanisms of neural models. The book identifies limitations when applying the existing methodology for representational analyses to contextualized settings and critiques the current emphasis on form over more grounded approaches to modeling language. The authors discuss how novel techniques for transfer and curriculum learning could lead to cognitively more plausible generalization capabilities in models. The book also highlights the importance of instance-level evaluation and includes thorough discussion of the ethical considerations that may arise throughout the various stages of cognitive plausibility research.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 172 pp. Englisch.
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Aggiungi al carrelloBuch. Condizione: Neu. Cognitive Plausibility in Natural Language Processing | Lisa Beinborn (u. a.) | Buch | Synthesis Lectures on Human Language Technologies | xi | Englisch | 2023 | Springer | EAN 9783031432590 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand.