Evaluating Natural Language Processing Systems

Description

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. The book also refers NLP system evaluation to the neighbouring areas of information and speech processing, and addresses issues of tool and data provision for evaluation. A comprehensive bibliography and subject index are included as well as a term glossary. This monograph will be a valuable source of inspiration in research, practice, and teaching.

First Sentence

For NLP evaluation purposes it is necessary to make careful distinctions with respect both to the nature of the systems themselves - for instance is a system entirely or only partially dedicated to NLP, - and to the nature of the larger setting in which the system is used - for instance is the system interactive or autonomous? These distinctions are developed in the first part of Section 1 below.

Subjects

Other Editions

• Evaluating Natural Language Processing Systems: An Analysis and Review (Lecture Notes in Computer Science)PaperbackSpringer1996-05-15
• Evaluating Natural Language Processing SystemsSpringer2006-01-01