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Book Information

   

Title: Memory-Based Language Processing
Written By: Walter Daelemans
Antal P van den Bosch
Description:

Note: This is the paperback edition of a previously announced book.

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. 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. By applying the model to a range
of benchmark problems, the authors show that for linguistic areas ranging
from phonology to semantics, it produces excellent results. 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.

Publication Year: 2009
Publisher: Cambridge University Press
Review: Not available for review. If you would like to review a book on The LINGUIST List, please login to view the AFR list.
BibTex: View BibTex record
Linguistic Field(s): Computational Linguistics
Psycholinguistics
Issue: All announcements sent out by The LINGUIST List are emailed to our subscribers and archived with the Library of Congress.
Click here to see the original emailed issue.

Versions:
Format: Paperback
ISBN: 0521114454
ISBN-13: 9780521114455
Prices: U.K. £ 22.99
U.S. $ 43.00