| 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 |
|
1848213220 |
|
