Evaluating Natural Language Processing Systems
An Analysis and Review
Seiten
1996
|
1995
Springer Berlin (Verlag)
978-3-540-61309-1 (ISBN)
Springer Berlin (Verlag)
978-3-540-61309-1 (ISBN)
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.
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.
The framework: Scope and concepts.- NLP evaluation: Work and strategies.- Strategies for Evaluation.
| Erscheint lt. Verlag | 15.5.1996 |
|---|---|
| Reihe/Serie | Lecture Notes in Artificial Intelligence | Lecture Notes in Computer Science |
| Zusatzinfo | XV, 229 p. |
| Verlagsort | Berlin |
| Sprache | englisch |
| Maße | 216 x 279 mm |
| Gewicht | 351 g |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Algorithmische Linguistik • Automatische Übersetzung • Computational Linguistics • Hardcover, Softcover / Informatik, EDV/Informatik • HC/Informatik, EDV/Informatik • Language Engineering • Linguistische Datenverarbeitung • Machine Translation • Maschinelles Übersetzen • natural language • Natural Language Processing • Natürliche Sprache • Natürlichsprachliches System • Naturlichsprachliche Verarbeitung • NLP-Systembewertung • nlp systems evaluation • Sprach-Engineering |
| ISBN-10 | 3-540-61309-9 / 3540613099 |
| ISBN-13 | 978-3-540-61309-1 / 9783540613091 |
| Zustand | Neuware |
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