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Innovations Autoencoder and its Application in One-class Anomalous Sequence Detection


Jul 15, 2021
Xinyi Wang, Lang Tong


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BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation


Jul 01, 2021
Xinyi Wang, Tiange Xiang, Chaoyi Zhang, Yang Song, Dongnan Liu, Heng Huang, Weidong Cai

* MICCAI2021 

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Innovations Autoencoder and its Application in Real-Time Anomaly Detection


Jun 23, 2021
Xinyi Wang, Lang Tong


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RefBERT: Compressing BERT by Referencing to Pre-computed Representations


Jun 11, 2021
Xinyi Wang, Haiqin Yang, Liang Zhao, Yang Mo, Jianping Shen

* 8 pages, 1 figure, 3 tables, in IJCNN'21 

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Counterfactual Maximum Likelihood Estimation for Training Deep Networks


Jun 07, 2021
Xinyi Wang, Wenhu Chen, Michael Saxon, William Yang Wang

* 10 pages, 2 figures 

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Applications of Artificial Intelligence to aid detection of dementia: a narrative review on current capabilities and future directions


Apr 29, 2021
Renjie Li, Xinyi Wang, Katherine Lawler, Saurabh Garg, Quan Bai, Jane Alty

* 11 pages 

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Multi-view Subword Regularization


Apr 06, 2021
Xinyi Wang, Sebastian Ruder, Graham Neubig

* Accepted at NAACL 2021 

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Gradient-guided Loss Masking for Neural Machine Translation


Feb 26, 2021
Xinyi Wang, Ankur Bapna, Melvin Johnson, Orhan Firat


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Meta Back-translation


Feb 15, 2021
Hieu Pham, Xinyi Wang, Yiming Yang, Graham Neubig

* Accepted to ICLR 2021 

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Dimensions of Transparency in NLP Applications


Jan 02, 2021
Michael Saxon, Sharon Levy, Xinyi Wang, Alon Albalak, William Yang Wang

* 9 pages, 8 figures, 7 tables 

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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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