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Memory-Based Language Processing by Walter Daelemans, Antal Van Den Bosch, Antal Van Den Bosch

Memory-Based Language Processing

by Walter Daelemans , Antal Van Den Bosch , Antal Van Den Bosch
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Book cover type: Paperback
  • ISBN13: 9780521114455
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Cambridge University Press
  • Publisher Imprint: Cambridge University Press
  • Publication Date:
  • Pages: 200
  • Original Price: USD 49.0
  • Language: English
  • Edition: 1
  • Item Weight: 300 grams
  • BISAC Subject(s): Artificial Intelligence / Natural Language Processing

Memory-based language processing--a machine learning and problem solving method for language technology--is based on the idea that the direct re-use 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. Language is complex, with few generalizations, many sub-regularities and exceptions, and the advantage of memory-based language processing is that it does not abstract away from this valuable low-frequency information.

Daelemans, Walter: - Walter Daelemans is Professor of Computational Linguistics and AI in the Department of Linguistics, University of Antwerp.

Van Den Bosch, Antal: - Antal van den Bosch is Assistant Professor in the Department of Computational Linguistics and AI, Tilburg University.

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