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2009 | Buch

Evaluating Natural Language Processing Systems

An Analysis and Review

herausgegeben von: Karen Sparck Jones, Julia R. Galliers

Verlag: Springer Berlin Heidelberg

Buchreihe : Lecture Notes in Computer Science

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Über dieses Buch

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.

Inhaltsverzeichnis

Frontmatter
Introduction
Karen Sparck Jones, Julia R. Galliers
The framework: Scope and concepts
Karen Sparck Jones, Julia R. Galliers
NLP evaluation: Work and strategies
Karen Sparck Jones, Julia R. Galliers
Strategies for Evaluation
Karen Sparck Jones, Julia R. Galliers
Backmatter
Metadaten
Titel
Evaluating Natural Language Processing Systems
herausgegeben von
Karen Sparck Jones
Julia R. Galliers
Copyright-Jahr
2009
Verlag
Springer Berlin Heidelberg
Electronic ISBN
978-3-540-68452-7
Print ISBN
978-3-540-61309-1
DOI
https://doi.org/10.1007/BFb0027470