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Item Details
Title: MORPHOLOGY AND COMPUTATION
By: Richard Sproat
Format: Online resource

List price: £75.54


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ISBN 10: 0262284170
ISBN 13: 9780262284172
Publisher: MIT PRESS LTD
Pub. date: 11 September, 2017
Series: ACL-MIT Series in Natural Language Processing
Pages: 314
Synopsis: This book provides the first broad yet thorough coverage of issues in morphological theory. It includes a wide array of techniques and systems in computational morphology (including discussion of their limitations), and describes some unusual applications.Sproat motivates the study of computational morphology by arguing that a computational natural language system, such as a parser or a generator, must incorporate a model of morphology. He discusses a range of applications for programs with knowledge of morphology, some of which are not generally found in the literature. Sproat then provides an overview of some of the basic descriptive facts about morphology and issues in theoretical morphology and (lexical) phonology, as well as psycholinguistic evidence for human processing of morphological structure. He takes up the basic techniques that have been proposed for doing morphological processing and discusses at length various systems (such as DECOMP and KIMMO) that incorporate part or all of those techniques, pointing out the inadequacies of such systems from both a descriptive and a computational point of view.He concludes by touching on interesting peripheral areas such as the analysis of complex nominals in English, and on the main contributions of Rumelhart and McClelland's connectionism to the computational analysis of words.
Reader Age: From 18 years
Publication: US
Imprint: Bradford Books
Returns: Non-returnable
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