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Synopsis
Symbolic and statistical approaches to language have historically been at odds—the former viewed as difficult to test and therefore perhaps impossible to define, and the latter as descriptive but possibly inadequate. At the heart of the debate are fundamental questions concerning the nature of language, the role of data in building a model or theory, and the impact of the competence-performance distinction on the field of computational linguistics. Currently, there is an increasing realization in both camps that the two approaches have something to offer in achieving common goals.
The eight contributions in this book explore the inevitable "balancing act" that must take place when symbolic and statistical approaches are brought together—including basic choices about what knowledge will be represented symbolically and how it will be obtained, what assumptions underlie the statistical model, what principles motivate the symbolic model, and what the researcher gains by combining approaches.
The topics covered include an examination of the relationship between traditional linguistics and statistical methods, qualitative and quantitative methods of speech translation, study and implementation of combined techniques for automatic extraction of terminology, comparative analysis of the contributions of linguistic cues to a statistical word grouping system, automatic construction of a symbolic parser via statistical techniques, combining linguistic with statistical methods in automatic speech understanding, exploring the nature of transformation-based learning, and a hybrid symbolic/statistical approach to recovering from parser failures.
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Language, Speech, and Communication: The Balancing Act: Combining Symbolic and Statistical Approaches to Language
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The MIT Press, 1996
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The Balancing Act: Combining Symbolic & Statistical Approaches to Language
Edité par
MIT Press, 1996
ISBN 10 : 0262611228
ISBN 13 : 9780262611220
Ancien ou d'occasion
Couverture souple
Vendeur : Anybook.com, Lincoln, Royaume-Uni
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Etat : Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has soft covers. Clean from markings. In good all round condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,400grams, ISBN:9780262611220. N° de réf. du vendeur 9722339
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The Balancing: Combining Symbolic and Statistical Approaches to Language
Edité par
The MIT Press, Cambridge, MA, 1996
ISBN 10 : 0262611228
ISBN 13 : 9780262611220
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The Balancing: Combining Symbolic and Statistical Approaches to Language
Edité par
The MIT Press, Cambridge, MA, 1996
ISBN 10 : 0262611228
ISBN 13 : 9780262611220
Ancien ou d'occasion
Paperback
Vendeur : PsychoBabel & Skoob Books, Didcot, Royaume-Uni
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The Balancing: Combining Symbolic and Statistical Approaches to Language
Edité par
The MIT Press, Cambridge, MA, 1996
ISBN 10 : 0262611228
ISBN 13 : 9780262611220
Ancien ou d'occasion
Paperback
Vendeur : PsychoBabel & Skoob Books, Didcot, Royaume-Uni
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Paperback. Etat : Very Good. Paperback. Very good condition. Small stamp mark on page block head, no other notable flaws. Pages are excellent. TA. Used. N° de réf. du vendeur 512561
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The Balancing Act : Combining Symbolic and Statistical Approaches to Language (Language, Speech, and Communication)
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The MIT Press, Cambridge, Massachusetts, U.S.A., 1996
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ISBN 13 : 9780262611220
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The Balancing Act: Combining Symbolic and Statistical Approaches to Language (Language, Speech, and Communication)
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Bradford Books, 1996
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The Balancing ACT: Combining Symbolic and Statistical Approaches to Language
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ISBN 13 : 9780262611220
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The Balancing Act: Combining Symbolic and Statistical Approaches to Language (Language, Speech, and Communication)
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The balancing act : combining symbolic and statistical approaches to language.
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ISBN 10 : 0262611228
ISBN 13 : 9780262611220
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Etat : as new. Cambridge, Mass., : The MIT Press. 1996. Paperback. XII,186pp. Condition: very good, clean and unread copy. Selected papers, rev., of a workshop held at the 32nd annual meeting of the Association for Computational Linguistics, at New Mexico State University in Las Cruces, N.M., on July 1, 1994. Condition : as new copy. ISBN 9780262611220. Keywords : LINGUISTICS, N° de réf. du vendeur 262582
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