Evaluating Natural Language Processing Systems: An Analysis and Review: 1083 - Brossura

Galliers, Julia R.; Jones, Karen Sparck

 
9783540613091: Evaluating Natural Language Processing Systems: An Analysis and Review: 1083

Sinossi

This comprehensive state-of-the-art book is the first devoted to the important and timely issue of evaluating NLP systems. It addresses the whole area of NLP system evaluation, including aims and scope, problems and methodology.
The authors provide a wide-ranging and careful analysis of evaluation concepts, reinforced with extensive illustrations; they relate systems to their environments and develop a framework for proper evaluation. The discussion of principles is completed by a detailed review of practice and strategies in the field, covering both systems for specific tasks, like translation, and core language processors. The methodology lessons drawn from the analysis and review are applied in a series of example cases. A comprehensive bibliography, a subject index, and term glossary are included.

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Contenuti

The framework: Scope and concepts.- NLP evaluation: Work and strategies.- Strategies for Evaluation.

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Altre edizioni note dello stesso titolo

9783662198643: Evaluating Natural Language Processing Systems: An Analysis and Review

Edizione in evidenza

ISBN 10:  3662198649 ISBN 13:  9783662198643
Casa editrice: Springer, 2014
Brossura