Andrei Popescu-Belis


I am a senior researcher at the Idiap Research Institute, a lecturer at EPFL, and the head of Idiap's Natural Language Processing (NLP) group.

My research interests are in natural language processing, machine translation, information retrieval, language and multimodal resources, and the evaluation of linguistic and interactive systems.

I teach a doctoral course at EPFL on Human Language Technology.

Andrei Popescu-Belis

Idiap NLP group

Current members
   postdocs: Ngoc Quang Luong, Parvaz Mahdabi
   PhD students: Maryam Habibi, Nikolaos Pappas, Xiao Pu
   PhD visitor: Jeevanthi Liyanapathirana

Alumni
   postdocs: Chidansh Bhatt, Najeh Hajlaoui, Pierre Lison
   PhD students: Thomas Meyer (2014), Majid Yazdani (2013), Paula Estrella (UniGe 2008),
   interns: Catherine Gasnier, Quoc Anh Le, Kexing Li, Sharid Loaiciga, Lukas Matena, Lesly Miculicich

More about me

Publications by type  |  on Google Scholar (with a note)  |  Multimodal Signal Processing book (CUP)  |  IM2 book (EPFL Press)


Recent publications

Pappas N. & Popescu-Belis A. (2015) - Adaptive Sentiment-Aware One-Class Collaborative Filtering. To appear in Expert Systems With Applications, 28 p.

Pu X., Mascarell L., Popescu-Belis A., Fishel M., Luong N.Q., & Volk M. (2015) - Leveraging Compounds to Improve Noun Phrase Translation from Chinese and German. Proceedings of the ACL-IJCNLP 2015 Student Research Workshop, Beijing, China, p.8-15.

Popescu-Belis A. (2015) - Putting Text-Level Linguistics into Statistical Machine Translation. Invited talk to the "Why Linguistics?" Conference, University of Tartu, Estonia, 6 May 2015.

Meyer T., Hajlaoui N., & Popescu-Belis A. (2015) - Disambiguating Discourse Connectives for Statistical Machine Translation. IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), vol. 23, n. 7, p.1184-1197.

Habibi M. & Popescu-Belis A. (2015) - Keyword Extraction and Clustering for Document Recommendation in Conversations. IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), vol. 23, n. 4, p.746-759.

Pappas N. & Popescu-Belis A. (2015) - Combining Content with User Preferences for Non-Fiction Multimedia Recommendation: A Study on TED Lectures. Multimedia Tools and Applications (MTAP), vol. 74, n. 4, p.1175-1197.


Contact

Idiap Research Institute
Centre du Parc
Rue Marconi 19, CP 592
CH-1920 Martigny, Switzerland

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Room 107-1
Tel.: +41 27 721 7729
Fax: +41 27 721 7712


Bio and research

I graduated from the French Ecole Polytechnique in 1995, with majors in maths and computer science, and I hold a Masters in AI from the University of Paris VI. I have a PhD in computer science and natural language processing from LIMSI-CNRS, University of Paris XI (1999). I was a postdoc at the UCSD Department of Cognitive Science, and then a senior research assistant at ISSCO, University of Geneva, before joining the Idiap Research Institute as a senior researcher in 2007. I have taught computer science and NLP courses at the Technology Institute in Orsay, the University of Geneva, and the Swiss Federal Institute of Technology in Lausanne (EPFL).

I am the leader of the MODERN SNSF Sinergia project (2013-2016) on Modeling Discourse Entities and Relations for Coherent Machine Translation, which follows the COMTIS Sinergia project (2010-2013), on Improving the Coherence of Machine Translation Output by Modeling Intersentential Relations. I have been involved in the IM2 NCCR from its start (2002-2013), working on dialogue processing, data management and HCI, as head or deputy head of two individual projects. I have contributed to the inEvent European project (2011-2014), and to the AMIDA European integrated project (2007-2010) as head of a work package on interfaces and evaluation.


Last modified: August 25, 2015

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