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We present a simple method to incorporate syntactic information about the target language in a neural machine translation system by translating into linearized, lexicalized constituency trees.
A syntax-based statistical translation model
Kenji Yamada and Kevin Knight. 2001 · 2001
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A decoder for syntax-based statistical mt
Kenji Yamada and Kevin Knight. 2002 · 2002
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What’s in a translation rule?
Michel Galley, Mark Hopkins, Kevin Knight, and Daniel Marcu. 2004 · 2004
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Coarse-to-fine n-best parsing and maxent discriminative reranking
Eugene Charniak and Mark Johnson. 2005 · 2005
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A hierarchical phrase-based model for statistical machine translation
David Chiang. 2005 · 2005
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Scalable inference and training of context-rich syntactic translation models
Michel Galley, Jonathan Graehl, Kevin Knight, Daniel Marcu, Steve DeNeefe, Wei Wang, and Ignacio Thayer. 2006 · 2006
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Hierarchical phrase-based translation
David Chiang. 2007 · 2007
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Moses: Open source toolkit for statistical machine translation
Philipp Koehn, Hieu Hoang, Alexandra Birch, Chris Callison-Burch, Marcello Federico, Nicola Bertoldi, Brooke Cowan, Wade Shen, Christine Moran, Richard Zens, et al. 2007 · 2007
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Adadelta: an adaptive learning rate method
Matthew D Zeiler. 2012 · 2007
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Statistical Machine Translation
Philipp Koehn. 2010 · 2010
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Recurrent continuous translation models
Nal Kalchbrenner and Phil Blunsom. 2013 · 2013
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Neural machine translation by jointly learning to align and translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2014 · 2014
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Sequence to sequence learning with neural networks
Ilya Sutskever, Oriol Vinyals, and Quoc V. Le. 2014 · 2014
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Multi-task sequence to sequence learning
Minh-Thang Luong, Quoc V Le, Ilya Sutskever, Oriol Vinyals, and Lukasz Kaiser. 2015 · 2015
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Improved semantic representations from tree-structured long short-term memory networks
Kai Sheng Tai, Richard Socher, and Christopher D. Manning. 2015 · 2015
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Linguistic input features improve neural machine translation
Rico Sennrich and Barry Haddow. 2016 · 2016
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Does string-based neural mt learn source syntax?
Xing Shi, Inkit Padhi, and Kevin Knight. 2016 · 2016
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Syntax-Based Statistical Machine Translation
P. Williams, M. Gertz, and M. Post. 2016 · 2016
Later among the works it cites.
Tree-structured decoding with doubly recurrent neural networks
David Alvarez-Melis and Tommi S. Jaakkola. 2017 · 2017
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Graph convolutional encoders for syntax-aware neural machine translation
Joost Bastings, Ivan Titov, Wilker Aziz, Diego Marcheggiani, and Khalil Sima’an. 2017 · 2017
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Learning to parse and translate improves neural machine translation
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Findings of the 2016 conference on machine translation
Ondřej Bojar, Rajen Chatterjee, Christian Federmann, Yvette Graham, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, Varvara Logacheva, Christof Monz, Matteo Negri, Aurelie Neveol, Mariana Neves, Martin Popel, Matt Post, Raphael Rubino, Carolina Scarton, Lucia Specia, Marco Turchi, Karin Verspoor, and Marcos Zampieri. 2016 · 2016
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Do Kook Choe and Eugene Charniak. 2016 · 2016
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Chris Dyer, Adhiguna Kuncoro, Miguel Ballesteros, and Noah A. Smith. 2016 · 2016
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Rico Sennrich. 2016 · 2016
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Character-based decoding in tree-to-sequence attention-based neural machine translation
Akiko Eriguchi, Kazuma Hashimoto, and Yoshimasa Tsuruoka. 2016a
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Tree-to-sequence attentional neural machine translation
Akiko Eriguchi, Kazuma Hashimoto, and Yoshimasa Tsuruoka. 2016b
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Akiko Eriguchi, Yoshimasa Tsuruoka, and Kyunghyun Cho. 2017 · 2017
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Syntax-aware neural machine translation using CCG
Maria Nadejde, Siva Reddy, Rico Sennrich, Tomasz Dwojak, Marcin Junczys-Dowmunt, Philipp Koehn, and Alexandra Birch. 2017 · 2017
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Syntactically guided neural machine translation
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