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This paper describes the University of Edinburgh's submissions to the WMT17 shared news translation and biomedical translation tasks.
“Moses: Open Source Toolkit for Statistical Machine Translation.”
Koehn, Philipp, Hieu Hoang, Alexandra Birch, Chris Callison-Burch, Marcello Federico, Nicola Bertoldi, Brooke Cowan, Wade Shen, Christine Moran, Richard Zens, Chris Dyer, Ondřej Bojar, Alexandra Constantin, and Evan Herbst. 2007 · 2007
Earlier work this paper cites.
“Intelligent Selection of Language Model Training Data.”
Moore, Robert C. and William Lewis. 2010 · 2010
Earlier work this paper cites.
“ADADELTA: An Adaptive Learning Rate Method.”
Zeiler, Matthew D. 2012 · 2012
Earlier work this paper cites.
“N-gram Counts and Language Models from the Common Crawl.”
Buck, Christian, Kenneth Heafield, and Bas van Ooyen. 2014 · 2014
Earlier work this paper cites.
“Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation.”
Cho, Kyunghyun, Bart van Merrienboer, Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio. 2014 · 2014
Earlier work this paper cites.
“Neural Machine Translation by Jointly Learning to Align and Translate.”
Bahdanau, Dzmitry, Kyunghyun Cho, and Yoshua Bengio. 2015 · 2015
Earlier work this paper cites.
“Adam: A Method for Stochastic Optimization.”
Kingma, Diederik P. and Jimmy Ba. 2015 · 2015
Cited alongside, same era.
Ba, Lei Jimmy, Ryan Kiros, and Geoffrey E. Hinton. 2016 · 2016
Cited alongside, same era.
“CzEng 1.6: Enlarged Czech-English Parallel Corpus with Processing Tools Dockered.”
Bojar, Ondřej, Ondřej Dušek, Tom Kocmi, Jindřich Libovický, Michal Novák, Martin Popel, Roman Sudarikov, and Dušan Variš. 2016 · 2016
Cited alongside, same era.
Wu, Yonghui, Mike Schuster, Zhifeng Chen, Quoc V. Le, Mohammad Norouzi, Wolfgang Macherey, Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, Jeff Klingner, Apurva Shah, Melvin Johnson, Xiaobing Liu, Lukasz Kaiser, Stephan Gouws, Yoshikiyo Kato, Taku Kudo, Hideto Kazawa, Keith Stevens, George Kurian, Nishant Patil, Wei Wang, Cliff Young, Jason Smith, Jason Riesa, Alex Rudnick, Oriol Vinyals, Greg Corrado, Macduff Hughes, and Jeffrey Dean. 2016 · 2016
Cited alongside, same era.
“Copied Monolingual Data Improves Low-Resource Neural Machine Translation.”
Currey, Anna, Antonio Valerio Miceli Barone, and Kenneth Heafield. 2017 · 2017
Closest in time.
“Deep Architectures for Neural Machine Translation.”
Miceli Barone, Antonio Valerio, Jindřich Helcl, Rico Sennrich, Barry Haddow, and Alexandra Birch. 2017 · 2017
Closest in time.
“The QT21 Combined Machine Translation System for English to Latvian.”
Peter, Jan-Thorsten, Hermann Ney, Ondřej Bojar, Ngoc-Quan Pham, Jan Niehues, Alex Waibel, Franck Burlot, François Yvon, Mārcis Pinnis, Valter Šics, Milos Stanojevic, Philip Williams, Frédéric Blain, and Lucia Specia. 2017 · 2017
Closest in time.
“Using the Output Embedding to Improve Language Models.”
Press, Ofir and Lior Wolf. 2017 · 2017
Closest in time.
“Nematus: a Toolkit for Neural Machine Translation.”
Sennrich, Rico, Orhan Firat, Kyunghyun Cho, Alexandra Birch, Barry Haddow, Julian Hitschler, Marcin Junczys-Dowmunt, Samuel Läubli, Antonio Valerio Miceli Barone, Jozef Mokry, and Maria Nadejde. 2017 · 2017
Closest in time.
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Zhou, Jie, Ying Cao, Xuguang Wang, Peng Li, and Wei Xu. 2016 · 2016
Cited alongside, same era.
“Evaluating the morphological competence of Machine Translation Systems.”
Burlot, Franck and François Yvon. 2017 · 2017
Cited alongside, same era.
“Edinburgh Neural Machine Translation Systems for WMT 16.”
Sennrich, Rico, Barry Haddow, and Alexandra Birch. 2016a
Cited in the paper.
“Improving Neural Machine Translation Models with Monolingual Data.”
Sennrich, Rico, Barry Haddow, and Alexandra Birch. 2016b
Cited in the paper.
“Neural Machine Translation of Rare Words with Subword Units.”
Sennrich, Rico, Barry Haddow, and Alexandra Birch. 2016c
Cited in the paper.