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Prompting PaLM for Translation: Assessing Strategies and Performance


Nov 16, 2022
David Vilar, Markus Freitag, Colin Cherry, Jiaming Luo, Viresh Ratnakar, George Foster

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XTREME-S: Evaluating Cross-lingual Speech Representations


Apr 13, 2022
Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan Van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Michael Auli, Sebastian Ruder, Jason Riesa, Melvin Johnson

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* Minor fix: language code for Filipino (Tagalog), "tg" -> "tl" 

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Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation


Mar 24, 2022
Ye Jia, Yifan Ding, Ankur Bapna, Colin Cherry, Yu Zhang, Alexis Conneau, Nobuyuki Morioka

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* Submitted to Interspeech 2022 

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Data Scaling Laws in NMT: The Effect of Noise and Architecture


Feb 04, 2022
Yamini Bansal, Behrooz Ghorbani, Ankush Garg, Biao Zhang, Maxim Krikun, Colin Cherry, Behnam Neyshabur, Orhan Firat

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mSLAM: Massively multilingual joint pre-training for speech and text


Feb 03, 2022
Ankur Bapna, Colin Cherry, Yu Zhang, Ye Jia, Melvin Johnson, Yong Cheng, Simran Khanuja, Jason Riesa, Alexis Conneau

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Can Multilinguality benefit Non-autoregressive Machine Translation?


Dec 16, 2021
Sweta Agrawal, Julia Kreutzer, Colin Cherry

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Scaling Laws for Neural Machine Translation


Sep 16, 2021
Behrooz Ghorbani, Orhan Firat, Markus Freitag, Ankur Bapna, Maxim Krikun, Xavier Garcia, Ciprian Chelba, Colin Cherry

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* 31 pages, 23 figures 

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Assessing Reference-Free Peer Evaluation for Machine Translation


Apr 12, 2021
Sweta Agrawal, George Foster, Markus Freitag, Colin Cherry

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* NAACL 2021 

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Sentence Boundary Augmentation For Neural Machine Translation Robustness


Oct 21, 2020
Daniel Li, Te I, Naveen Arivazhagan, Colin Cherry, Dirk Padfield

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* 5 pages, 4 figures 

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Inference Strategies for Machine Translation with Conditional Masking


Oct 20, 2020
Julia Kreutzer, George Foster, Colin Cherry

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* EMNLP 2020, updated Fig 3 

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