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We present a novel cross-lingual transfer method for paradigm completion, the task of mapping a lemma to its inflected forms, using a neural encoder-decoder model, the state of the art for the monolingual task.
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John Sylak-Glassman, Christo Kirov, David Yarowsky, and Roger Que. 2015 · 2015
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Oriol Vinyals, Łukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, and Geoffrey Hinton. 2015 · 2015
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Yadollah Yaghoobzadeh and Hinrich Schütze. 2015 · 2015
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Improving sequence to sequence learning for morphological inflection generation: The BIU-MIT systems for the SIGMORPHON 2016 shared task for morphological reinflection
Roee Aharoni, Yoav Goldberg, and Yonatan Belinkov. 2016 · 2016
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Jan Buys and Jan A Botha. 2016 · 2016
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Kyunghyun Cho, Bart Van Merriënboer, Dzmitry Bahdanau, and Yoshua Bengio. 2014 · 2014
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Karthik Narasimhan, Damianos Karakos, Richard Schwartz, Stavros Tsakalidis, and Regina Barzilay. 2014 · 2014
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Ilya Sutskever, Oriol Vinyals, and Quoc V Le. 2014 · 2014
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Melvin Johnson, Mike Schuster, Quoc V Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat, Fernanda B Viégas, Martin Wattenberg, Greg Corrado, Macduff Hughes, and Jeffrey Dean. 2016 · 2016
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MED: The LMU system for the SIGMORPHON 2016 shared task on morphological reinflection
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Very-large scale parsing and normalization of wiktionary morphological paradigms
Christo Kirov, John Sylak-Glassman, Roger Que, and David Yarowsky. 2016 · 2016
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Minh-Thang Luong, Quoc V Le, Ilya Sutskever, Oriol Vinyals, and Lukasz Kaiser. 2016 · 2016
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An empirical comparison of simple domain adaptation methods for neural machine translation
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