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Memory-based language processing / Walter Daelemans and Antal Van Den Bosch

By: Contributor(s): Material type: TextTextPublication details: Beijing, China : Beijing da xue chu ban she, c2015Description: various pagings ; 23 cmISBN:
  • 9787301259092
Subject(s): LOC classification:
  • P 98 .D34 2015
Contents:
Preface -- 1. Memory-Based Learning in Natural Language Processing -- 2. Inspirations from linguistics and artificial intelligence -- 3. Memory and Similarity -- 4. Application to morpho-phonology -- 5. Application to shallow parsing -- 6. Abstraction and generalization -- 7. Extensions -- Bibliography -- Index.
Summary: Memory-based language processing - a machine learning and problem solving method for language technology - is based on the idea that the direct reuse of examples using analogical reasoning is more suited for solving language processing problems than the application of rules extracted from those examples. This book discusses the theory and practice of memory-based language processing, showing its comparative strengths over alternative methods of language modelling.
Item type: Books
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Holdings
Item type Current library Home library Collection Call number Copy number Status Date due Barcode
Books Books National University - Manila LRC - Annex General Circulation English and Language Studies GC P 98 .D34 2015 (Browse shelf(Opens below)) c.1 Available NULIB000018967

Includes bibliographical references and index.

Preface -- 1. Memory-Based Learning in Natural Language Processing -- 2. Inspirations from linguistics and artificial intelligence -- 3. Memory and Similarity -- 4. Application to morpho-phonology -- 5. Application to shallow parsing -- 6. Abstraction and generalization -- 7. Extensions -- Bibliography -- Index.

Memory-based language processing - a machine learning and problem solving method for language technology - is based on the idea that the direct reuse of examples using analogical reasoning is more suited for solving language processing problems than the application of rules extracted from those examples. This book discusses the theory and practice of memory-based language processing, showing its comparative strengths over alternative methods of language modelling.

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