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Building Machine Translation Systems for the Next Thousand Languages


May 16, 2022
Ankur Bapna, Isaac Caswell, Julia Kreutzer, Orhan Firat, Daan van Esch, Aditya Siddhant, Mengmeng Niu, Pallavi Baljekar, Xavier Garcia, Wolfgang Macherey, Theresa Breiner, Vera Axelrod, Jason Riesa, Yuan Cao, Mia Xu Chen, Klaus Macherey, Maxim Krikun, Pidong Wang, Alexander Gutkin, Apurva Shah, Yanping Huang, Zhifeng Chen, Yonghui Wu, Macduff Hughes

* V2: updated with some details from 24-language Google Translate launch in May 2022 

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Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation


Mar 15, 2022
Yong Cheng, Ankur Bapna, Orhan Firat, Yuan Cao, Pidong Wang, Wolfgang Macherey

* ACL 2022 

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Self-supervised and Supervised Joint Training for Resource-rich Machine Translation


Jun 08, 2021
Yong Cheng, Wei Wang, Lu Jiang, Wolfgang Macherey

* Accepted by ICML 2021 

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Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine Translation


Apr 29, 2021
Markus Freitag, George Foster, David Grangier, Viresh Ratnakar, Qijun Tan, Wolfgang Macherey


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KoBE: Knowledge-Based Machine Translation Evaluation


Sep 23, 2020
Zorik Gekhman, Roee Aharoni, Genady Beryozkin, Markus Freitag, Wolfgang Macherey

* Accepted as a short paper in Findings of EMNLP 2020 

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AdvAug: Robust Adversarial Augmentation for Neural Machine Translation


Jul 03, 2020
Yong Cheng, Lu Jiang, Wolfgang Macherey, Jacob Eisenstein

* published at ACL2020 

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Re-translation versus Streaming for Simultaneous Translation


Apr 14, 2020
Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, George Foster


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