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Improving Multilingual Models with Language-Clustered Vocabularies

Oct 24, 2020
Hyung Won Chung, Dan Garrette, Kiat Chuan Tan, Jason Riesa

* Published in the main conference of EMNLP 2020 

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Finding Fast Transformers: One-Shot Neural Architecture Search by Component Composition

Aug 15, 2020
Henry Tsai, Jayden Ooi, Chun-Sung Ferng, Hyung Won Chung, Jason Riesa


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Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation

Sep 01, 2019
Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Arivazhagan, Jason Riesa, Ankur Bapna, Orhan Firat, Karthik Raman


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Small and Practical BERT Models for Sequence Labeling

Aug 31, 2019
Henry Tsai, Jason Riesa, Melvin Johnson, Naveen Arivazhagan, Xin Li, Amelia Archer

* 11 pages including appendices; accepted to appear at EMNLP-IJCNLP 2019 

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A Fast, Compact, Accurate Model for Language Identification of Codemixed Text

Oct 09, 2018
Yuan Zhang, Jason Riesa, Daniel Gillick, Anton Bakalov, Jason Baldridge, David Weiss

* EMNLP 2018 

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Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation

Oct 08, 2016
Yonghui Wu, Mike Schuster, Zhifeng Chen, Quoc V. Le, Mohammad Norouzi, Wolfgang Macherey, Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, Jeff Klingner, Apurva Shah, Melvin Johnson, Xiaobing Liu, Łukasz Kaiser, Stephan Gouws, Yoshikiyo Kato, Taku Kudo, Hideto Kazawa, Keith Stevens, George Kurian, Nishant Patil, Wei Wang, Cliff Young, Jason Smith, Jason Riesa, Alex Rudnick, Oriol Vinyals, Greg Corrado, Macduff Hughes, Jeffrey Dean


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