Towards one-shot learning for rare-word translation with external experts
- Published: 29 Jun 2019
- Publisher: Association for Computational Linguistics
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doi: 10.18653/v1/w18-2712
Philip Arthur, Graham Neubig, and Satoshi Nakamura. 2016. Incorporating discrete translation lexicons into neural machine translation. arXiv preprint arXiv:1606.02006 .
D. Bahdanau, K. Cho, and Y. Bengio. 2014. Neural machine translation by jointly learning to align and translate. CoRR abs/1409.0473.
Dzmitry Bahdanau, Philemon Brakel, Kelvin Xu, Anirudh Goyal, Ryan Lowe, Joelle Pineau, Aaron Courville, and Yoshua Bengio. 2016. An actor-critic algorithm for sequence prediction. arXiv preprint arXiv:1607.07086 . [OpenAIRE]
Yoshua Bengio, Re´jean Ducharme, Pascal Vincent, and Christian Jauvin. 2003. A neural probabilistic language model. Journal of machine learning research 3(Feb):1137-1155.
M. Cettolo, C. Girardi, and M. Federico. 2012. Wit: Web inventory of transcribed and translated talks. In Proceedings of the 16th Conference of the European Association for Machine Translation (EAMT). Trento, Italy, pages 261-268.
Michael Denkowski and Graham Neubig. 2017. Stronger baselines for trustable results in neural machine translation. arXiv preprint arXiv:1706.09733 .
Jiatao Gu, Zhengdong Lu, Hang Li, and Victor OK Li. 2016. Incorporating copying mechanism in sequence-to-sequence learning. arXiv preprint arXiv:1603.06393 . [OpenAIRE]
Caglar Gulcehre, Sungjin Ahn, Ramesh Nallapati, Bowen Zhou, and Yoshua Bengio. 2016. Pointing the unknown words. arXiv preprint arXiv:1603.08148 . [OpenAIRE]
S. Hochreiter and J. Schmidhuber. 1997. Long shortterm memory. Neural Comput. 9(8):1735-1780. https://doi.org/10.1162/neco.1997.9.8.1735.
Hakan Inan, Khashayar Khosravi, and Richard Socher. 2016. Tying word vectors and word classifiers: A loss framework for language modeling. arXiv preprint arXiv:1611.01462 .
Lukasz Kaiser, Ofir Nachum, Aurko Roy, and Samy Bengio. 2017. Learning to remember rare events. CoRR abs/1703.03129. http://arxiv.org/abs/1703.03129. [OpenAIRE]
Nal Kalchbrenner and Phil Blunsom. 2013. Recurrent continuous translation models. In EMNLP. volume 3, page 413. [OpenAIRE]
Diederik Kingma and Jimmy Ba. 2014. Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980 .
Philipp Koehn. 2005. Europarl: A parallel corpus for statistical machine translation. In MT summit. volume 5, pages 79-86.
Philipp Koehn and Rebecca Knowles. 2017. Six challenges for neural machine translation. arXiv preprint arXiv:1706.03872 .
doi: 10.18653/v1/w18-2712
Philip Arthur, Graham Neubig, and Satoshi Nakamura. 2016. Incorporating discrete translation lexicons into neural machine translation. arXiv preprint arXiv:1606.02006 .
D. Bahdanau, K. Cho, and Y. Bengio. 2014. Neural machine translation by jointly learning to align and translate. CoRR abs/1409.0473.
Dzmitry Bahdanau, Philemon Brakel, Kelvin Xu, Anirudh Goyal, Ryan Lowe, Joelle Pineau, Aaron Courville, and Yoshua Bengio. 2016. An actor-critic algorithm for sequence prediction. arXiv preprint arXiv:1607.07086 . [OpenAIRE]
Yoshua Bengio, Re´jean Ducharme, Pascal Vincent, and Christian Jauvin. 2003. A neural probabilistic language model. Journal of machine learning research 3(Feb):1137-1155.
M. Cettolo, C. Girardi, and M. Federico. 2012. Wit: Web inventory of transcribed and translated talks. In Proceedings of the 16th Conference of the European Association for Machine Translation (EAMT). Trento, Italy, pages 261-268.
Michael Denkowski and Graham Neubig. 2017. Stronger baselines for trustable results in neural machine translation. arXiv preprint arXiv:1706.09733 .
Jiatao Gu, Zhengdong Lu, Hang Li, and Victor OK Li. 2016. Incorporating copying mechanism in sequence-to-sequence learning. arXiv preprint arXiv:1603.06393 . [OpenAIRE]
Caglar Gulcehre, Sungjin Ahn, Ramesh Nallapati, Bowen Zhou, and Yoshua Bengio. 2016. Pointing the unknown words. arXiv preprint arXiv:1603.08148 . [OpenAIRE]
S. Hochreiter and J. Schmidhuber. 1997. Long shortterm memory. Neural Comput. 9(8):1735-1780. https://doi.org/10.1162/neco.1997.9.8.1735.
Hakan Inan, Khashayar Khosravi, and Richard Socher. 2016. Tying word vectors and word classifiers: A loss framework for language modeling. arXiv preprint arXiv:1611.01462 .
Lukasz Kaiser, Ofir Nachum, Aurko Roy, and Samy Bengio. 2017. Learning to remember rare events. CoRR abs/1703.03129. http://arxiv.org/abs/1703.03129. [OpenAIRE]
Nal Kalchbrenner and Phil Blunsom. 2013. Recurrent continuous translation models. In EMNLP. volume 3, page 413. [OpenAIRE]
Diederik Kingma and Jimmy Ba. 2014. Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980 .
Philipp Koehn. 2005. Europarl: A parallel corpus for statistical machine translation. In MT summit. volume 5, pages 79-86.
Philipp Koehn and Rebecca Knowles. 2017. Six challenges for neural machine translation. arXiv preprint arXiv:1706.03872 .
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