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Balancing Training for Multilingual Neural Machine Translation


Apr 16, 2020
Xinyi Wang, Yulia Tsvetkov, Graham Neubig

* Accepted at ACL 2020 

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A Probabilistic Formulation of Unsupervised Text Style Transfer


Mar 11, 2020
Junxian He, Xinyi Wang, Graham Neubig, Taylor Berg-Kirkpatrick

* ICLR 2020 conference paper (spotlight). The first two authors contributed equally 

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Optimizing Data Usage via Differentiable Rewards


Nov 22, 2019
Xinyi Wang, Hieu Pham, Paul Michel, Antonios Anastasopoulos, Graham Neubig, Jaime Carbonell


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Improving Conditioning in Context-Aware Sequence to Sequence Models


Nov 21, 2019
Xinyi Wang, Jason Weston, Michael Auli, Yacine Jernite


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Domain Differential Adaptation for Neural Machine Translation


Oct 07, 2019
Zi-Yi Dou, Xinyi Wang, Junjie Hu, Graham Neubig

* Workshop on Neural Generation and Translation (WNGT) at EMNLP 2019 

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Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation


May 20, 2019
Xinyi Wang, Graham Neubig

* Accepted at ACL 2019 

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compare-mt: A Tool for Holistic Comparison of Language Generation Systems


Mar 19, 2019
Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang

* NAACL 2019 Demo Paper 

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The ARIEL-CMU Systems for LoReHLT18


Feb 24, 2019
Aditi Chaudhary, Siddharth Dalmia, Junjie Hu, Xinjian Li, Austin Matthews, Aldrian Obaja Muis, Naoki Otani, Shruti Rijhwani, Zaid Sheikh, Nidhi Vyas, Xinyi Wang, Jiateng Xie, Ruochen Xu, Chunting Zhou, Peter J. Jansen, Yiming Yang, Lori Levin, Florian Metze, Teruko Mitamura, David R. Mortensen, Graham Neubig, Eduard Hovy, Alan W Black, Jaime Carbonell, Graham V. Horwood, Shabnam Tafreshi, Mona Diab, Efsun S. Kayi, Noura Farra, Kathleen McKeown


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Multilingual Neural Machine Translation With Soft Decoupled Encoding


Feb 09, 2019
Xinyi Wang, Hieu Pham, Philip Arthur, Graham Neubig

* accepted at ICLR 2019 

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