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NMT systems have problems with large vocabulary sizes.
Probabilistic part-of-speech tagging using decision trees
Helmut Schmid. 1994 · 1994
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Tagging inflective languages: Prediction of morphological categories for a rich, structured tagset
Jan Hajič and Barbora Vidová-Hladká. 1998 · 1998
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Efficient Parsing of Highly Ambiguous Context-Free Grammars with Bit Vectors
Helmut Schmid. 2004 · 2004
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SMOR: A German Computational Morphology Covering Derivation, Composition, and Inflection
Helmut Schmid, Arne Fitschen, and Ulrich Heid. 2004 · 2004
Earlier work this paper cites.
Factored translation models
Philipp Koehn and Hieu Hoang. 2007 · 2007
Earlier work this paper cites.
Applying morphology generation models to machine translation
Kristina Toutanova, Hisami Suzuki, and Achim Ruopp. 2008 · 2008
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2010 failures in english-czech phrase-based mt
Ondřej Bojar and Kamil Kos. 2010 · 2010
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Improving Translation Model by Monolingual Data
Ondřej Bojar and Aleš Tamchyna. 2011 · 2011
Earlier work this paper cites.
Generation of Compound Words in Statistical Machine Translation into Compounding Languages
Sara Stymne, Nicola Candedda, and Lars Ahrenberg. 2011 · 2011
Cited alongside, same era.
The Joy of Parallelism with CzEng 1.0
Ondřej Bojar, Zdeněk Žabokrtský, Ondřej Dušek, Petra Galuščáková, Martin Majliš, David Mareček, Jiří Maršík, Michal Novák, Martin Popel, and Aleš Tamchyna. 2012 · 2012
Cited alongside, same era.
Wit 3 : Web inventory of transcribed and translated talks
Mauro Cettolo, Christian Girardi, and Marcello Federico. 2012 · 2012
Cited alongside, same era.
Modeling Inflection and Word-Formation in SMT
Alexander Fraser, Marion Weller, Aoife Cahill, and Fabienne Cap. 2012 · 2012
Cited alongside, same era.
Neural machine translation by jointly learning to align and translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2014 · 2014
Cited alongside, same era.
Factored neural machine translation
Mercedes García-Martínez, Loïc Barrault, and Fethi Bougares. 2016 · 2016
Later among the works it cites.
Improving neural machine translation models with monolingual data
Rico Sennrich, Barry Haddow, and Alexandra Birch. 2016a · 2016
Later among the works it cites.
Neural machine translation of rare words with subword units
Rico Sennrich, Barry Haddow, and Alexandra Birch. 2016b · 2016
Later among the works it cites.
Linguistically motivated vocabulary reduction for neural machine translation from Turkish to English
Duygu Ataman, Matteo Negri, Marco Turchi, and Marcello Federico. 2017 · 2017
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Novel methods in natural language generation for spoken dialogue systems
Ondřej Dušek. 2017 · 2017
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How to Produce Unseen Teddy Bears: Improved Morphological Processing of Compounds in SMT
Fabienne Cap, Alexander Fraser, Marion Weller, and Aoife Cahill. 2014 · 2014
Cited alongside, same era.
Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2014 · 2014
Cited alongside, same era.
Open-Source Tools for Morphology, Lemmatization, POS Tagging and Named Entity Recognition
Jana Straková, Milan Straka, and Jan Hajič. 2014 · 2014
Cited alongside, same era.
Target-side word segmentation strategies for neural machine translation
Matthias Huck, Simon Riess, and Alexander Fraser. 2017a
Cited in the paper.
Producing unseen morphological variants in statistical machine translation
Matthias Huck, Aleš Tamchyna, Ondřej Bojar, and Alexander Fraser. 2017b
Cited in the paper.
Maria Nadejde, Siva Reddy, Rico Sennrich, Tomasz Dwojak, Marcin Junczys-Dowmunt, Philipp Koehn, and Alexandra Birch. 2017 · 2017
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Nematus: a Toolkit for Neural Machine Translation
R. Sennrich, O. Firat, K. Cho, A. Birch, B. Haddow, J. Hitschler, M. Junczys-Dowmunt, S. Läubli, A. Valerio Miceli Barone, J. Mokry, and M. Nădejde. 2017 · 2017
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