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The 2020 WMT Biomedical translation task evaluated Medline abstract translations.
Citing medicine: the nlm style guide for authors, editors
Karen Patrias and Dan Wendling. 2007 · 2011
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Scheduled sampling for sequence prediction with recurrent neural networks
Samy Bengio, Oriol Vinyals, Navdeep Jaitly, and Noam Shazeer. 2015 · 2015
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Stanford Neural Machine Translation systems for spoken language domains
Minh-Thang Luong and Christopher D Manning. 2015 · 2015
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The AMU-UEDIN submission to the WMT16 news translation task: Attention-based NMT models as feature functions in phrase-based SMT
Marcin Junczys-Dowmunt, Tomasz Dwojak, and Rico Sennrich. 2016 · 2016
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Lexicons and minimum risk training for neural machine translation: NAIST-CMU at WAT2016
Graham Neubig. 2016 · 2016
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The ScieLO Corpus: a Parallel Corpus of Scientific Publications for Biomedicine
Mariana L Neves, Antonio Jimeno-Yepes, and Aurélie Névéol. 2016 · 2016
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Sequence level training with recurrent neural networks
Marc’Aurelio Ranzato, Sumit Chopra, Michael Auli, and Wojciech Zaremba. 2016 · 2016
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Neural Machine Translation of Rare Words with Subword Units
Rico Sennrich, Barry Haddow, and Alexandra Birch. 2016 · 2016
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Minimum Risk Training for Neural Machine Translation
Shiqi Shen, Yong Cheng, Zhongjun He, Wei He, Hua Wu, Maosong Sun, and Yang Liu. 2016 · 2016
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An empirical comparison of domain adaptation methods for neural machine translation
Chenhui Chu, Raj Dabre, and Sadao Kurohashi. 2017 · 2017
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Khresmoi summary translation test data 2.0
Ondřej Dušek, Jan Hajič, Jaroslava Hlaváčová, Jindřich Libovický, Pavel Pecina, Aleš Tamchyna, and Zdeňka Urešová. 2017 · 2017
Cited alongside, same era.
Multi-domain neural machine translation through unsupervised adaptation
M. Amin Farajian, Marco Turchi, Matteo Negri, and Marcello Federico. 2017 · 2017
Cited alongside, same era.
SGNMT–A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies
Felix Stahlberg, Eva Hasler, Danielle Saunders, and Bill Byrne. 2017 · 2017
Cited alongside, same era.
Findings of the wmt 2017 biomedical translation shared task
Antonio Jimeno Yepes, Aurélie Névéol, Mariana Neves, Karin Verspoor, Ondrej Bojar, Arthur Boyer, Cristian Grozea, Barry Haddow, Madeleine Kittner, Yvonne Lichtblau, et al. 2017 · 2017
Cited alongside, same era.
Classical structured prediction losses for sequence to sequence learning
Sergey Edunov, Myle Ott, Michael Auli, David Grangier, et al. 2018 · 2018
Cited alongside, same era.
A call for clarity in reporting BLEU scores
Matt Post. 2018 · 2018
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Multi-representation ensembles and delayed sgd updates improve syntax-based nmt
Danielle Saunders, Felix Stahlberg, Adrià de Gispert, and Bill Byrne. 2018 · 2018
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Tensor2Tensor for Neural Machine Translation
Ashish Vaswani, Samy Bengio, Eugene Brevdo, Francois Chollet, Aidan N. Gomez, Stephan Gouws, Llion Jones, Łukasz Kaiser, Nal Kalchbrenner, Niki Parmar, Ryan Sepassi, Noam Shazeer, and Jakob Uszkoreit. 2018 · 2018
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Findings of the WMT 2019 biomedical translation shared task: Evaluation for MEDLINE abstracts and biomedical terminologies
Rachel Bawden, Kevin Bretonnel Cohen, Cristian Grozea, Antonio Jimeno Yepes, Madeleine Kittner, Martin Krallinger, Nancy Mah, Aurelie Neveol, Mariana Neves, Felipe Soares, Amy Siu, Karin Verspoor, and Maika Vicente Navarro. 2019 · 2019
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Document-level adaptation for neural machine translation
Sachith Sri Ram Kothur, Rebecca Knowles, and Philipp Koehn. 2018 · 2018
Cited alongside, same era.
One sentence one model for neural machine translation
Xiaoqing Li, Jiajun Zhang, and Chengqing Zong. 2018 · 2018
Cited alongside, same era.
Extreme adaptation for personalized neural machine translation
Paul Michel and Graham Neubig. 2018 · 2018
Cited alongside, same era.
Training tips for the transformer model
Martin Popel and Ondřej Bojar. 2018 · 2018
Cited alongside, same era.
Danielle Saunders, Felix Stahlberg, and Bill Byrne. 2019 · 2019
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Lexical micro-adaptation for neural machine translation
Jitao Xu, Josep Crego, and Jean Senellart. 2019 · 2019
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Reducing gender bias in neural machine translation as a domain adaptation problem
Danielle Saunders and Bill Byrne. 2020 · 2020
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Using context in neural machine translation training objectives
Danielle Saunders, Felix Stahlberg, and Bill Byrne. 2020 · 2020
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On exposure bias, hallucination and domain shift in neural machine translation
Chaojun Wang and Rico Sennrich. 2020 · 2020
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