Research

Students

  • Adrien Bardet, 09/2016-, "Architecture Neuronales Multilingues pour le Traitement Automatique des Langues Naturelles".
  • Alexis Conneau, 04/2016-, "Apprentissage et applications de représentations distribuées multilingues".
  • Ozan Caglayan, 10/2014-, "Réseaux de Neurones Récurrents pour la Traduction Automatique".
  • Mercedes Garcìa-Martìnez, 10/2014-, "Factored Neural Machine Translation".
  • Walid Aransa, 01/2011-09/2015, "Traduction Automatique de l'Arabe".
  • Haithem Afli, 10/2011-07/2014, "Traduction Automatique Statistique dans un Contexte Multimodal".
  • Kashif Shah, 11/2008-06/2012, "Model Adaptation in Statistical Machine Translation".

Projects


M2CR: Multimodal Multilingual Continuous Representations for Human Language Understanding

Website: M2CR

  • Chist-Era project, 2016-2019
  • Partners: LIUM (France), MILA (Canada), CVC-LAMP (Spain)

This project is dedicated to the creation of a unified neural architecture for multimodal and multilingual human language understanding.


MateCAT: Machine Translation Enhanced Computer Assisted translation

  • Partners: FBK (Italy), LIUM (France), UEDIN (Scotland), Translated (Italy)

Integrating self-adapting machine translation capability into a computer assisted translation tool.


BOLT: Broad Operational Language Translation

  • Partners: IBM, Stanfard U., JHU, U. Maryland (USA), RWTH (Germany), LIUM (France)

Machine Translation from Arabic and Chinese into English in various domains.


PACTE: Projet d'Amélioration de la Capture TExtuelle

  • Partners: Numen Digital, LIUM, A2iA, ISAKO, LIUM, ALPAGE (France) Improving OCR by using NLP method (language modelling and statistical machine translation).

PEA TRAD: TRaduction pour l'aide à l'Analyse Documentaire