Abstract is missing.
- Probabilistic Models for Information RetrievalStéphane Clinchant, Éric Gaussier. 3-32
- Learnable Ranking Models for Automatic Text Summarization and Information RetrievalMassih-Reza Amini, David Buffoni, Patrick Gallinari, Tuong-Vinh Truong, Nicolas Usunier. 33-58
- Logistic Regression and Text ClassificationSujeevan Aseervatham, Éric Gaussier, Anestis Antoniadis, Michel Burlet, Yves Denneulin. 61-84
- Kernel Methods for Textual Information AccessJean-Michel Renders. 85-128
- Topic-Based Generative Models for Text Information AccessJean-Cédric Chappelier. 129-178
- Conditional Random Fields for Information ExtractionIsabelle Tellier, Marc Tommasi. 179-220
- Statistical Methods for Machine TranslationAlexandre Allauzen, François Yvon. 223-304
- Information Mining: Methods and Interfaces for Accessing Complex InformationJosiane Mothe, Kurt Englmeier, Fionn Murtagh. 307-336
- Opinion Detection as a Topic Classification ProblemJuan Manuel Torres Moreno, Marc El-Bèze, Patrice Bellot, Frédéric Béchet. 337-368
- Probabilistic Models: An IntroductionFrançois Yvon. 369-422