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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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Bayesian Active Learning with Pretrained Language Models


Apr 16, 2021
Katerina Margatina, Loic Barrault, Nikolaos Aletras


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Supervised Learning of Universal Sentence Representations from Natural Language Inference Data


Jul 08, 2018
Alexis Conneau, Douwe Kiela, Holger Schwenk, Loic Barrault, Antoine Bordes

* EMNLP 2017 

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Incremental Adaptation Strategies for Neural Network Language Models


Jul 07, 2015
Aram Ter-Sarkisov, Holger Schwenk, Loic Barrault, Fethi Bougares

* accepted as workshop paper at ACL-IJCNLP 2015 

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On Using Monolingual Corpora in Neural Machine Translation


Jun 12, 2015
Caglar Gulcehre, Orhan Firat, Kelvin Xu, Kyunghyun Cho, Loic Barrault, Huei-Chi Lin, Fethi Bougares, Holger Schwenk, Yoshua Bengio

* 9 pages, 2 figures 

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