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Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation

Oct 04, 2020
Luyu Gao, Xinyi Wang, Graham Neubig

* Accepted to Findings of EMNLP 2020 

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Balancing Training for Multilingual Neural Machine Translation

May 12, 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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A Tree-based Decoder for Neural Machine Translation

Aug 28, 2018
Xinyi Wang, Hieu Pham, Pengcheng Yin, Graham Neubig

* Accepted as a short paper at the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018) 

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SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation

Aug 28, 2018
Xinyi Wang, Hieu Pham, Zihang Dai, Graham Neubig

* Accepted as a short paper at the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018) 

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Growing Better Graphs With Latent-Variable Probabilistic Graph Grammars

Jun 11, 2018
Xinyi Wang, Salvador Aguinaga, Tim Weninger, David Chiang


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XNMT: The eXtensible Neural Machine Translation Toolkit

Mar 01, 2018
Graham Neubig, Matthias Sperber, Xinyi Wang, Matthieu Felix, Austin Matthews, Sarguna Padmanabhan, Ye Qi, Devendra Singh Sachan, Philip Arthur, Pierre Godard, John Hewitt, Rachid Riad, Liming Wang

* To be presented at AMTA 2018 Open Source Software Showcase 

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