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Original or Translated? A Causal Analysis of the Impact of Translationese on Machine Translation Performance


May 10, 2022
Jingwei Ni, Zhijing Jin, Markus Freitag, Mrinmaya Sachan, Bernhard Schölkopf

* NAACL 2022 

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Toward More Effective Human Evaluation for Machine Translation


Apr 11, 2022
Belén Saldías, George Foster, Markus Freitag, Qijun Tan

* ACL 2022 Workshop on Human Evaluation of NLP Systems 

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Minimum Bayes Risk Decoding with Neural Metrics of Translation Quality


Dec 02, 2021
Markus Freitag, David Grangier, Qijun Tan, Bowen Liang


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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

* 31 pages, 23 figures 

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Using Machine Translation to Localize Task Oriented NLG Output


Jul 09, 2021
Scott Roy, Cliff Brunk, Kyu-Young Kim, Justin Zhao, Markus Freitag, Mihir Kale, Gagan Bansal, Sidharth Mudgal, Chris Varano

* 12 pages, 10 figures 

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What Can Unsupervised Machine Translation Contribute to High-Resource Language Pairs?


Jun 30, 2021
Kelly Marchisio, Markus Freitag, David Grangier


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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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Assessing Reference-Free Peer Evaluation for Machine Translation


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

* NAACL 2021 

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