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Dual Reconstruction: a Unifying Objective for Semi-Supervised Neural Machine Translation


Oct 07, 2020
Weijia Xu, Xing Niu, Marine Carpuat

* Accepted at Findings of EMNLP 2020 

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The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020


Aug 11, 2020
Tobias Domhan, Michael Denkowski, David Vilar, Xing Niu, Felix Hieber, Kenneth Heafield


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Evaluating Robustness to Input Perturbations for Neural Machine Translation


May 01, 2020
Xing Niu, Prashant Mathur, Georgiana Dinu, Yaser Al-Onaizan

* Accepted at ACL 2020 

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Controlling Neural Machine Translation Formality with Synthetic Supervision


Nov 28, 2019
Xing Niu, Marine Carpuat

* Accepted at AAAI 2020 

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Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation


May 04, 2019
Weijia Xu, Xing Niu, Marine Carpuat

* Accepted at NAACL 2019 

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Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation


Nov 02, 2018
Xing Niu, Weijia Xu, Marine Carpuat


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Multi-Task Neural Models for Translating Between Styles Within and Across Languages


Jun 12, 2018
Xing Niu, Sudha Rao, Marine Carpuat

* Accepted at the 27th International Conference on Computational Linguistics (COLING 2018) 

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Bi-Directional Neural Machine Translation with Synthetic Parallel Data


May 30, 2018
Xing Niu, Michael Denkowski, Marine Carpuat

* Accepted at the 2nd Workshop on Neural Machine Translation and Generation (WNMT 2018) 

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Identifying Semantic Divergences in Parallel Text without Annotations


Mar 29, 2018
Yogarshi Vyas, Xing Niu, Marine Carpuat

* Accepted as a full paper to NAACL 2018 

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