Memory-Based Language Processing (Studies in Natural Language Processing) Book + PRICE WATCH * Amazon pricing is not included in price watch

Memory-Based Language Processing (Studies in Natural Language Processing) Book

This book discusses the theory and practice of memory-based language processing--a machine learning and problem solving method for language technology--showing its comparative strengths over alternative methods of language modelling. By applying the model to a range of benchmark problems, the authors show the excellent results it can produce for a range of linguistic areas from phonology to semantics. They also describe TiMBL, a software package for memory-based language processing. The first comprehensive overview of the approach, this book will be invaluable for computational linguists, psycholinguists and language engineers.Read More

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  • Product Description

    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.

  • 0521808901
  • 9780521808903
  • Walter Daelemans, Antal van den Bosch
  • 1 September 2005
  • Cambridge University Press
  • Hardcover (Book)
  • 198
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