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Kenneth Heafield

NLLB Team

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

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* 190 pages 

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Exploring Diversity in Back Translation for Low-Resource Machine Translation


Jun 01, 2022
Laurie Burchell, Alexandra Birch, Kenneth Heafield

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Direct simultaneous speech to speech translation


Oct 15, 2021
Xutai Ma, Hongyu Gong, Danni Liu, Ann Lee, Yun Tang, Peng-Jen Chen, Wei-Ning Hsu, Kenneth Heafield, Phillip Koehn, Juan Pino

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TranslateLocally: Blazing-fast translation running on the local CPU


Sep 21, 2021
Nikolay Bogoychev, Jelmer Van der Linde, Kenneth Heafield

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* Accepted at EMNLP 2021 demo track; https://translatelocally.com 

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Gender Bias Amplification During Speed-Quality Optimization in Neural Machine Translation


Jun 01, 2021
Adithya Renduchintala, Denise Diaz, Kenneth Heafield, Xian Li, Mona Diab

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* Accepted at ACL 2021 

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Exploring Monolingual Data for Neural Machine Translation with Knowledge Distillation


Dec 31, 2020
Alham Fikri Aji, Kenneth Heafield

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Approaching Neural Chinese Word Segmentation as a Low-Resource Machine Translation Task


Aug 12, 2020
Pinzhen Chen, Kenneth Heafield

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The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020


Aug 11, 2020
Tobias Domhan, Michael Denkowski, David Vilar, Xing Niu, Felix Hieber, Kenneth Heafield

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Neural Machine Translation with 4-Bit Precision and Beyond


Sep 20, 2019
Alham Fikri Aji, Kenneth Heafield

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