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Semisupervised Learning for Computational Linguistics

By: Steven Abney (Author)

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Ksh 36,000.00

Format: Hardback or Cased Book

ISBN-13: 9781584885597

Publisher: Taylor & Francis Inc

Publication Date: Sep 17th, 2007

Weight: 612 grams

Dimension: 24.30 x 16.10 x 2.30 cms

Category: Computational linguistics

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Provides a broad treatment of the theory and linguistic applications of semisupervised methods. This book discusses natural language processing methods, such as self-training and co-training. It focuses on machine learning techniques, including the boundary-oriented methods of perceptrons, boosting, SVMs, and the null-category noise model.

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