no code implementations • ACL 2021 • Peter Vickers, Nikolaos Aletras, Emilio Monti, Lo{\"\i}c Barrault
Visual Question Answering (VQA) methods aim at leveraging visual input to answer questions that may require complex reasoning over entities.
no code implementations • JEPTALNRECITAL 2020 • Yevhenii Prokopalo, Sylvain Meignier, Olivier Galibert, Lo{\"\i}c Barrault, Anthony Larcher
Une adaptation de leur mod{\`e}le par des experts en apprentissage automatique est possible mais tr{\`e}s co{\^u}teuse alors que les soci{\'e}t{\'e}s utilisant ces syst{\`e}mes disposent d{'}experts du domaine qui pourraient accompagner ces syst{\`e}mes dans un apprentissage tout au long de la vie.
no code implementations • WS 2019 • Fethi Bougares, Jane Wottawa, Anne Baillot, Lo{\"\i}c Barrault, Adrien Bardet
This paper describes the neural machine translation (NMT) systems of the LIUM Laboratory developed for the French↔German news translation task of the Fourth Conference onMachine Translation (WMT 2019).
no code implementations • WS 2019 • Lo{\"\i}c Barrault, Ond{\v{r}}ej Bojar, Marta R. Costa-juss{\`a}, Christian Federmann, Mark Fishel, Yvette Graham, Barry Haddow, Matthias Huck, Philipp Koehn, Shervin Malmasi, Christof Monz, Mathias M{\"u}ller, Santanu Pal, Matt Post, Marcos Zampieri
This paper presents the results of the premier shared task organized alongside the Conference on Machine Translation (WMT) 2019.
no code implementations • JEPTALNRECITAL 2019 • Adrien Bardet, Fethi Bougares, Lo{\"\i}c Barrault
L{'}apprentissage par transfert est une solution au probl{\`e}me de l{'}apprentissage de syst{\`e}mes de traduction automatique neuronaux pour des paires de langues peu dot{\'e}es.
1 code implementation • WS 2018 • Lo{\"\i}c Barrault, Fethi Bougares, Lucia Specia, Chiraag Lala, Desmond Elliott, Stella Frank
In this task a source sentence in English is supplemented by an image and participating systems are required to generate a translation for such a sentence into German, French or Czech.
no code implementations • ACL 2018 • Alexis Conneau, German Kruszewski, Guillaume Lample, Lo{\"\i}c Barrault, Marco Baroni
Although much effort has recently been devoted to training high-quality sentence embeddings, we still have a poor understanding of what they are capturing.
no code implementations • COLING 2014 • Marcello Federico, Nicola Bertoldi, Mauro Cettolo, Matteo Negri, Marco Turchi, Marco Trombetti, Aless Cattelan, ro, Antonio Farina, Domenico Lupinetti, Andrea Martines, Alberto Massidda, Holger Schwenk, Lo{\"\i}c Barrault, Frederic Blain, Philipp Koehn, Christian Buck, Ulrich Germann
no code implementations • JEPTALNRECITAL 2012 • Haithem Afli, Lo{\"\i}c Barrault, Holger Schwenk