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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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Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders


Jun 05, 2022
Xiang Kong, Adithya Renduchintala, James Cross, Yuqing Tang, Jiatao Gu, Xian Li

* EACL 2021 

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Multilingual Machine Translation with Hyper-Adapters


May 22, 2022
Christos Baziotis, Mikel Artetxe, James Cross, Shruti Bhosale


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Lifting the Curse of Multilinguality by Pre-training Modular Transformers


May 12, 2022
Jonas Pfeiffer, Naman Goyal, Xi Victoria Lin, Xian Li, James Cross, Sebastian Riedel, Mikel Artetxe

* NAACL 2022 

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How Robust is Neural Machine Translation to Language Imbalance in Multilingual Tokenizer Training?


Apr 29, 2022
Shiyue Zhang, Vishrav Chaudhary, Naman Goyal, James Cross, Guillaume Wenzek, Mohit Bansal, Francisco Guzman


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Data Selection Curriculum for Neural Machine Translation


Mar 25, 2022
Tasnim Mohiuddin, Philipp Koehn, Vishrav Chaudhary, James Cross, Shruti Bhosale, Shafiq Joty


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Tricks for Training Sparse Translation Models


Oct 15, 2021
Dheeru Dua, Shruti Bhosale, Vedanuj Goswami, James Cross, Mike Lewis, Angela Fan


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Alternative Input Signals Ease Transfer in Multilingual Machine Translation


Oct 15, 2021
Simeng Sun, Angela Fan, James Cross, Vishrav Chaudhary, Chau Tran, Philipp Koehn, Francisco Guzman


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Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications


Sep 17, 2021
Shuo Sun, Ahmed El-Kishky, Vishrav Chaudhary, James Cross, Francisco Guzmán, Lucia Specia

* EMNLP 2021 

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Facebook AI WMT21 News Translation Task Submission


Aug 06, 2021
Chau Tran, Shruti Bhosale, James Cross, Philipp Koehn, Sergey Edunov, Angela Fan


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