Steven Abney

Semisupervised Learning for Computational Linguistics (eBook, PDF)

• Format: PDF

Produktbeschreibung

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 offer

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Seitenzahl: 320
• Erscheinungstermin: 17. September 2007
• Englisch
• ISBN-13: 9781420010800
• Artikelnr.: 52859222

Autorenporträt

Abney, Steven

Inhaltsangabe

Introduction. Self
Training and Co
Training. Applications of Self
Training and Co
Training. Classification. Mathematics for Boundary
Oriented Methods. Boundary
Oriented Methods. Clustering. Generative Models. Agreement Constraints. Propagation Methods. Mathematics for Spectral Methods. Spectral Methods. Bibliography. Index.