Cours

CS-431: Introduction to natural language processing

Résumé

The objective of this course is to present the main models, formalisms and algorithms necessary for the development of applications in the field of natural language information processing. The concepts introduced during the lectures will be applied during practical sessions.

Source officielle

https://edu.epfl.ch/coursebook/fr/introduction-to-natural-language-processing-CS-431

Page Moodle

http://go.epfl.ch/CS-431

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Proximité ontologique

Enseignants (3)

Cours associés (63)

MOOCs associés (10)

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Martin Rajman

Martin Rajman is the EPFL Ambassador to digitalswitzerland (https://digitalswitzerland.com/), a Swiss-wide, multi-stakeholder initiative coordinating the contributions of its over 200 members to strengthen Switzerland’s position as a leading digital player.Until 2017, Martin Rajman has served as Executive Director of Nano-Tera.ch, a large Swiss Research Program funding collaborative multi-disciplinary projects for the engineering of complex systems in Health and the Environment. Since 2008, the Nano-Tera.ch program started more than 100 research projects for a total public funding of more than 95 Mo CHF (~100 Mo USD). Before being appointed as Nano-Tera.ch Executive Director, Martin Rajman was Director of the EPFL Global Computing Center (CGC), an association of research groups and laboratories of the School of Computer and Communication Sciences fostering interdisciplinary research in the general area of internet computing and distributed information systems. In this position, he was managing more than 20 European projects. In parallel with his research management activities, Martin Rajman is senior researcher at EPF Lausanne, Switzerland (EPFL). His research interests include Artificial Intelligence, Computational Linguistics and Data-driven Probabilistic Machine Learning.Martin Rajman has also been active in various large scale industry-research collaborations with majors economic players. In particular, he has been involved in the improvement of the product ranking technology used by e-Bay and collaborated with Elsevier on enhanced article recommendation techniques. Martin Rajman is author or co-author of more than 100 publications and former Director of the Computer Science Series of EPFL-Press (PPUR).

Jean-Cédric Chappelier

Jean-Cédric Chappelier est ingénieur diplômé et docteur de l'Ecole Nationale Supérieure des Télécommunications de Paris. Il est actuellement collaborateur scientifique et chargé de cours à l'Ecole Polytechnique Fédérale de Lausanne où il participe à l'activité de recherche et enseigne, entre autres, dans le domaine du traitement automatique des langues.

Antoine Bosselut

Antoine Bosselut is an assistant professor at EPFL. He leads the EPFL NLP group, which conducts research on natural language processing (NLP) systems that can model, represent, and reason about human and world knowledge. Prior to joining EPFL, he was a postdoctoral researcher at Stanford University working in the SNAP and NLP groups and a young investigator on the Mosaic project at the Allen Institute for AI . He completed his PhD at the University of Washington.