Semisupervised Learning for Computational Linguistics

Steven Abney

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Language: English

Published by Taylor & Francis Ltd Sep 2007, 2007

1584885599 / 9781584885597

Series: Book 5 of 23 - Chapman & Hall/CRC Computer Science & Data Analysis

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - This book provides a broad, accessible treatment of the theory and linguistic applications of semisupervised methods. It presents a brief history of the field before moving on to discuss well-known natural language processing methods, such as self-training and co-training. It then centers on machine learning techniques, including the boundary-oriented methods of perceptrons, boosting, SVMs, and the null-category noise model. In addition, the book covers clustering, the EM algorithm, related generative methods, and agreement methods. It concludes with the graph-based method of label propagation as well as a detailed discussion of spectral methods.

Seller Inventory # 9781584885597

Title
Semisupervised Learning for Computational Linguistics
Author
Steven Abney
Publisher
Taylor & Francis Ltd Sep 2007
Publication year
2007
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1584885599
ISBN 13
9781584885597
Item weight
652 grams
Dimensions
240x161x22 mm
Series
Book 5 of 23: Chapman & Hall/CRC Computer Science & Data Analysis

AHA-BUCH GmbH

Einbeck, Germany

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AbeBooks seller since August 14, 2006

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