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In this work, we train an Automatic Post-Editing (APE) model and use it to reveal biases in standard Machine Translation (MT) evaluation procedures.
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling
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BLEU: a Method for Automatic Evaluation of Machine Translation
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Paraphrasing with Bilingual Parallel Corpora
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Large Language Models in Machine Translation
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Using First and Second Language Models to Correct Preposition Errors in Second Language Authoring
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Improving Alignment for SMT by Reordering and Augmenting the Training Corpus
Maria Holmqvist, Sara Stymne, Jody Foo, and Lars Ahrenberg. 2009 · 2009
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Translationese and Its Dialects
Moshe Koppel and Noam Ordan. 2011 · 2011
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Language Models for Machine Translation: Original vs. Translated Texts
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Exploring grammatical error correction with not-so-crummy machine translation
Nitin Madnani, Joel Tetreault, and Martin Chodorow. 2012 · 2012
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Neural Machine Translation by Jointly Learning to Align and Translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2015 · 2015
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On using Monolingual Corpora in Neural Machine Translation
Çağlar Gülçehre, Orhan Firat, Kelvin Xu, Kyunghyun Cho, Loic Barrault, Huei-Chi Lin, Fethi Bougares, Holger Schwenk, and Yoshua Bengio. 2015 · 2015
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Dual Learning for Machine Translation
Di He, Yingce Xia, Tao Qin, Liwei Wang, Nenghai Yu, Tieyan Liu, and Wei-Ying Ma. 2016 · 2016
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Log-linear Combinations of Monolingual and Bilingual Neural Machine Translation Models for Automatic Post-Editing
Marcin Junczys-Dowmunt and Roman Grundkiewicz. 2016 · 2016
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The QT21/HimL Combined Machine Translation System
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Findings of the 2017 Conference on Machine Translation (WMT17)
Ondřej Bojar, Rajen Chatterjee, Christian Federmann, Yvette Graham, Barry Haddow, Shujian Huang, Matthias Huck, Philipp Koehn, Qun Liu, Varvara Logacheva, et al. 2017 · 2017
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Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms
Nikhil Buduma and Nicholas Locascio. 2017 · 2017
Explaining and Generalizing Back-Translation through Wakesleep
Ryan Cotterell and Julia Kreutzer. 2018 · 2018
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Understanding Back-Translation at Scale
Sergey Edunov, Myle Ott, Michael Auli, and David Grangier. 2018 · 2018
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Iterative Backtranslation for Neural Machine Translation
Vu Cong Duy Hoang, Philipp Koehn, Gholamreza Haffari, and Trevor Cohn. 2018 · 2018
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Microsoft’s Submission to the WMT2018 News Translation Task: How I Learned to Stop Worrying and Love the Data
Marcin Junczys-Dowmunt. 2018 · 2018
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MS-UEdin Submission to the WMT2018 APE Shared Task: Dual-Source Transformer for Automatic Post-Editing
Marcin Junczys-Dowmunt and Roman Grundkiewicz. 2018 · 2018
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Cited alongside, same era.
Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning
Tobias Domhan and Felix Hieber. 2017 · 2017
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The Role of Human Reference Translation in Machine Translation Evaluation
Marina Fomicheva et al. 2017 · 2017
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Convolutional Sequence to Sequence Learning
Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, and Yann N. Dauphin. 2017 · 2017
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On Integrating a Language Model into Neural Machine Translation
Çağlar Gülçehre, Orhan Firat, Kelvin Xu, Kyunghyun Cho, and Yoshua Bengio. 2017 · 2017
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Paraphrasing Revisited with Neural Machine Translation
Jonathan Mallinson, Rico Sennrich, and Mirella Lapata. 2017 · 2017
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The Effect of Translationese on Tuning for Statistical Machine Translation
Sara Stymne. 2017 · 2017
Cited alongside, same era.
Attention Is All You Need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017
Cited alongside, same era.
Phrase-Based & Neural Unsupervised Machine Translation
Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, and Marc’Aurelio Ranzato. 2018b · 2018
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Bi-Directional Neural Machine Translation with Synthetic Parallel Data
Xing Niu, Michael Denkowski, and Marine Carpuat. 2018 · 2018
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Investigating Backtranslation in Neural Machine Translation
Alberto Poncelas, Dimitar Shterionov, Andy Way, Gideon Maillette de Buy Wenniger, and Peyman Passban. 2018 · 2018
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CUNI Transformer Neural MT System for WMT18
Martin Popel. 2018 · 2018
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A Call for Clarity in Reporting Bleu Scores
Matt Post. 2018 · 2018
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Self-Attention with Relative Position Representations
Peter Shaw, Jakob Uszkoreit, and Ashish Vaswani. 2018 · 2018
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The University of Cambridge’s Machine Translation Systems for WMT18
Felix Stahlberg, Adrià de Gispert, and Bill Byrne. 2018 · 2018
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The Politics of Translation
Marina Warner. 2018 · 2018
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Improving Neural Machine Translation with Neural Sentence Rewriting
Tian Wu, Zhongjun He, Enhong Chen, and Haifeng Wang. 2018 · 2018
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Joint Training for Neural Machine Translation Models with Monolingual Data
Zhirui Zhang, Shujie Liu, Mu Li, Ming Zhou, and Enhong Chen. 2018 · 2018
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