Semisupervised learning in computational linguistics
By: Abney, Steven.
Material type:
BookPublisher: Boca Raton : Chapman & Hall/CRC, 2008Description: xi, 308 p. : ill. ; 24 cm.ISBN: 9781584885597.Subject(s): Computational linguistics | Study and teachingDDC classification: 410.285 Summary: The rapid advancement in the theoretical understanding of statistical and machine learning methods for semisupervised learning has made it difficult for nonspecialists to keep up to date in the field. Providing a broad, accessible treatment of the theory as well as linguistic applications, Semisupervised Learning for Computational Linguistics offers self-contained coverage of semisupervised methods that includes background material on supervised and unsupervised learning.
| Item type | Current location | Call number | Status | Date due | Barcode |
|---|---|---|---|---|---|
| Books | 410.285 ABN (Browse shelf) | Available | 031835 |
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| 410.151 KOR Mathematical linguistics | 410.18 BUT Lexical semantics in LFG | 410.21 MCM Forensic linguistics : advances in forensic stylistics | 410.285 ABN Semisupervised learning in computational linguistics | 410.285 BEL Biology, computation and linguistics : new interdisciplinary paradigms | 410.285 BOD Data-oriented parsing | 410.285 BUT Intelligent linguistic architectures : variations on themes by Ronald M. Kaplan |
Includes bibliographical references and index.
The rapid advancement in the theoretical understanding of statistical and machine learning methods for semisupervised learning has made it difficult for nonspecialists to keep up to date in the field. Providing a broad, accessible treatment of the theory as well as linguistic applications, Semisupervised Learning for Computational Linguistics offers self-contained coverage of semisupervised methods that includes background material on supervised and unsupervised learning.
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