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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

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

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The Implicit Length Bias of Label Smoothing on Beam Search Decoding


May 02, 2022
Bowen Liang, Pidong Wang, Yuan Cao

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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

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* ACL 2022 

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