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AdvAug: Robust Adversarial Augmentation for Neural Machine Translation

Jul 03, 2020
Yong Cheng, Lu Jiang, Wolfgang Macherey, Jacob Eisenstein

* published at ACL2020 

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Learning to Detect Malicious Clients for Robust Federated Learning

Feb 01, 2020
Suyi Li, Yong Cheng, Wei Wang, Yang Liu, Tianjian Chen

* 7 pages, 5 figures 

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A Communication Efficient Vertical Federated Learning Framework

Dec 27, 2019
Yang Liu, Yan Kang, Xinwei Zhang, Liping Li, Yong Cheng, Tianjian Chen, Mingyi Hong, Qiang Yang


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Abnormal Client Behavior Detection in Federated Learning

Oct 22, 2019
Suyi Li, Yong Cheng, Yang Liu, Wei Wang, Tianjian Chen

* 10 pages, 1 figure, 2nd International Workshop on Federated Learning for Data Privacy and Confidentiality, in Conjunction with NeurIPS 2019 (FL-NeurIPS 19) 

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Robust Neural Machine Translation with Doubly Adversarial Inputs

Jun 06, 2019
Yong Cheng, Lu Jiang, Wolfgang Macherey

* Accepted by ACL 2019 

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Neural Machine Translation with Key-Value Memory-Augmented Attention

Jun 29, 2018
Fandong Meng, Zhaopeng Tu, Yong Cheng, Haiyang Wu, Junjie Zhai, Yuekui Yang, Di Wang

* Accepted at IJCAI 2018 

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Towards Robust Neural Machine Translation

May 16, 2018
Yong Cheng, Zhaopeng Tu, Fandong Meng, Junjie Zhai, Yang Liu

* Accepted by ACL 2018 

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THUMT: An Open Source Toolkit for Neural Machine Translation

Jun 20, 2017
Jiacheng Zhang, Yanzhuo Ding, Shiqi Shen, Yong Cheng, Maosong Sun, Huanbo Luan, Yang Liu

* 4 pages, 1 figure 

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A Teacher-Student Framework for Zero-Resource Neural Machine Translation

May 02, 2017
Yun Chen, Yang Liu, Yong Cheng, Victor O. K. Li

* Accepted as a long paper by ACL 2017 

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Neural Machine Translation with Pivot Languages

Feb 21, 2017
Yong Cheng, Yang Liu, Qian Yang, Maosong Sun, Wei Xu

* fix experiments and revise the paper 

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Semi-Supervised Learning for Neural Machine Translation

Dec 10, 2016
Yong Cheng, Wei Xu, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu

* Corrected a typo 

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Minimum Risk Training for Neural Machine Translation

Jun 15, 2016
Shiqi Shen, Yong Cheng, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu

* Accepted for publication in Proceedings of ACL 2016 

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Agreement-based Joint Training for Bidirectional Attention-based Neural Machine Translation

Apr 22, 2016
Yong Cheng, Shiqi Shen, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu

* Accepted for publication in IJCAI 2016 

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