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Title Textual information access : statistical models / edited by Eric Gaussier, François Yvon
Published London : ISTE ; Hoboken, NJ : Wiley, 2012


Location Call no. Vol. Availability
 W'PONDS  005.52 Gau/Tia  AVAILABLE
Description xvi, 429 pages : illustrations ; 25 cm
Contents Probabilistic models for information retrieval / Stépahne Clinchant and Eric Gaussier -- Learnable ranking models for automatic text summarization and information retrieval / Massih-Réza Amini [and others] -- Logistic regression and text classification / Sujeevan Aseervatham [and others] -- Kernel methods for textual information access / Jean-Michel Renders -- Topic-based generative models for text information access / Jean-Cédric Chappelier -- Conditional random fields for information extraction / Isabelle Tellier and Marc Tommasi -- Statistical methods for machine translation / Alexandre Allauzen and François Yvon -- Information mining: methods and interfaces for accessing complex information / Josiane Mothe, Kurt Englmeier, and Fionn Murtagh -- Opinion detection as a topic classification problem / Juan-Manuel Torres-Moreno [and others] -- Appendix: A. Probabilistic models: an introduction / François Yvon
Bibliography Includes bibliographical references and index
Subject Text processing (Computer science) -- Statistical methods
Automatic indexing
Discourse analysis -- Data processing
Author Gaussier, Eric
Yvon, François
LC no. 2011041292
ISBN 9781848213227