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No Language Left Behind: Scaling Human-Centered Machine Translation


Jul 11, 2022
NLLB team, Marta R. Costa-jussà, James Cross, Onur Çelebi, Maha Elbayad, Kenneth Heafield, Kevin Heffernan, Elahe Kalbassi, Janice Lam, Daniel Licht, Jean Maillard, Anna Sun, Skyler Wang, Guillaume Wenzek, Al Youngblood, Bapi Akula, Loic Barrault, Gabriel Mejia Gonzalez, Prangthip Hansanti, John Hoffman, Semarley Jarrett, Kaushik Ram Sadagopan, Dirk Rowe, Shannon Spruit, Chau Tran, Pierre Andrews, Necip Fazil Ayan, Shruti Bhosale, Sergey Edunov, Angela Fan, Cynthia Gao, Vedanuj Goswami, Francisco Guzmán, Philipp Koehn, Alexandre Mourachko, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Jeff Wang

* 190 pages 

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Online Versus Offline NMT Quality: An In-depth Analysis on English-German and German-English


Jun 01, 2020
Maha Elbayad, Michael Ustaszewski, Emmanuelle Esperança-Rodier, Francis Brunet Manquat, Laurent Besacier


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ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020


May 24, 2020
Maha Elbayad, Ha Nguyen, Fethi Bougares, Natalia Tomashenko, Antoine Caubrière, Benjamin Lecouteux, Yannick Estève, Laurent Besacier


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Efficient Wait-k Models for Simultaneous Machine Translation


May 18, 2020
Maha Elbayad, Laurent Besacier, Jakob Verbeek


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Depth-Adaptive Transformer


Oct 22, 2019
Maha Elbayad, Jiatao Gu, Edouard Grave, Michael Auli


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Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction


Nov 01, 2018
Maha Elbayad, Laurent Besacier, Jakob Verbeek

* Accepted at CoNLL 2018 

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Token-level and sequence-level loss smoothing for RNN language models


May 14, 2018
Maha Elbayad, Laurent Besacier, Jakob Verbeek

* Accepted by ACL 2018 

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