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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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Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning


Jan 13, 2022
Aditya Siddhant, Ankur Bapna, Orhan Firat, Yuan Cao, Mia Xu Chen, Isaac Caswell, Xavier Garcia


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Rapid Domain Adaptation for Machine Translation with Monolingual Data


Oct 23, 2020
Mahdis Mahdieh, Mia Xu Chen, Yuan Cao, Orhan Firat


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Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges


Jul 11, 2019
Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Dmitry Lepikhin, Melvin Johnson, Maxim Krikun, Mia Xu Chen, Yuan Cao, George Foster, Colin Cherry, Wolfgang Macherey, Zhifeng Chen, Yonghui Wu


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Gmail Smart Compose: Real-Time Assisted Writing


May 17, 2019
Mia Xu Chen, Benjamin N Lee, Gagan Bansal, Yuan Cao, Shuyuan Zhang, Justin Lu, Jackie Tsay, Yinan Wang, Andrew M. Dai, Zhifeng Chen, Timothy Sohn, Yonghui Wu


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Training Deeper Neural Machine Translation Models with Transparent Attention


Sep 04, 2018
Ankur Bapna, Mia Xu Chen, Orhan Firat, Yuan Cao, Yonghui Wu

* To appear in EMNLP 2018 

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The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation


Apr 27, 2018
Mia Xu Chen, Orhan Firat, Ankur Bapna, Melvin Johnson, Wolfgang Macherey, George Foster, Llion Jones, Niki Parmar, Mike Schuster, Zhifeng Chen, Yonghui Wu, Macduff Hughes


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