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Minimum Bayes Risk Decoding with Neural Metrics of Translation Quality


Nov 17, 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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Human-Paraphrased References Improve Neural Machine Translation


Oct 20, 2020
Markus Freitag, George Foster, David Grangier, Colin Cherry

* Accepted at WMT 2020 

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Complete Multilingual Neural Machine Translation


Oct 20, 2020
Markus Freitag, Orhan Firat

* Accepted at WMT 2020 

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Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared Task


Oct 19, 2020
Thibault Sellam, Amy Pu, Hyung Won Chung, Sebastian Gehrmann, Qijun Tan, Markus Freitag, Dipanjan Das, Ankur P. Parikh


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KoBE: Knowledge-Based Machine Translation Evaluation


Sep 23, 2020
Zorik Gekhman, Roee Aharoni, Genady Beryozkin, Markus Freitag, Wolfgang Macherey

* Accepted as a short paper in Findings of EMNLP 2020 

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BLEU might be Guilty but References are not Innocent


Apr 13, 2020
Markus Freitag, David Grangier, Isaac Caswell


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Translationese as a Language in "Multilingual" NMT


Nov 10, 2019
Parker Riley, Isaac Caswell, Markus Freitag, David Grangier


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Text Repair Model for Neural Machine Translation


Apr 09, 2019
Markus Freitag, Isaac Caswell, Scott Roy


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Unsupervised Natural Language Generation with Denoising Autoencoders


Aug 24, 2018
Markus Freitag, Scott Roy

* Accepted at EMNLP 2018 

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Ensemble Distillation for Neural Machine Translation


Aug 08, 2017
Markus Freitag, Yaser Al-Onaizan, Baskaran Sankaran


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Beam Search Strategies for Neural Machine Translation


Jun 14, 2017
Markus Freitag, Yaser Al-Onaizan

* First Workshop on Neural Machine Translation, 2017 

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Attention-based Vocabulary Selection for NMT Decoding


Jun 12, 2017
Baskaran Sankaran, Markus Freitag, Yaser Al-Onaizan

* Submitted to Second Conference on Machine Translation (WMT-17); 7 pages 

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Fast Domain Adaptation for Neural Machine Translation


Dec 20, 2016
Markus Freitag, Yaser Al-Onaizan


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