Evaluating Natural Language Processing Systems [electronic resource] : An Analysis and Review / edited by Karen Sparck Jones, Julia R. Galliers.
Material type: TextSeries: Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence ; 1083Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 1995Description: XVIII, 234 p. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783540684527Subject(s): Computer science | Information storage and retrieval systems | Artificial intelligence | Translators (Computer programs) | Computer Science | Artificial Intelligence (incl. Robotics) | Information Storage and Retrieval | Language Translation and LinguisticsAdditional physical formats: Printed edition:: No titleDDC classification: 006.3 LOC classification: Q334-342TJ210.2-211.495Online resources: Click here to access onlineCurrent library | Home library | Call number | Materials specified | URL | Status | Date due | Barcode |
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IMSc Library | IMSc Library | Link to resource | Available | EBK6996 |
The framework: Scope and concepts -- NLP evaluation: Work and strategies -- Strategies for Evaluation.
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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