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Wolfgang Macherey

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Reinforced Self-Training (ReST) for Language Modeling

Aug 21, 2023
Caglar Gulcehre, Tom Le Paine, Srivatsan Srinivasan, Ksenia Konyushkova, Lotte Weerts, Abhishek Sharma, Aditya Siddhant, Alex Ahern, Miaosen Wang, Chenjie Gu, Wolfgang Macherey, Arnaud Doucet, Orhan Firat, Nando de Freitas

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SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs

Jul 03, 2023
Lijun Yu, Yong Cheng, Zhiruo Wang, Vivek Kumar, Wolfgang Macherey, Yanping Huang, David A. Ross, Irfan Essa, Yonatan Bisk, Ming-Hsuan Yang, Kevin Murphy, Alexander G. Hauptmann, Lu Jiang

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Mu$^{2}$SLAM: Multitask, Multilingual Speech and Language Models

Dec 19, 2022
Yong Cheng, Yu Zhang, Melvin Johnson, Wolfgang Macherey, Ankur Bapna

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

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

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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

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AdvAug: Robust Adversarial Augmentation for Neural Machine Translation

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

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