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Taming Sparsely Activated Transformer with Stochastic Experts


Oct 12, 2021
Simiao Zuo, Xiaodong Liu, Jian Jiao, Young Jin Kim, Hany Hassan, Ruofei Zhang, Tuo Zhao, Jianfeng Gao

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Improving Multilingual Translation by Representation and Gradient Regularization


Sep 10, 2021
Yilin Yang, Akiko Eriguchi, Alexandre Muzio, Prasad Tadepalli, Stefan Lee, Hany Hassan

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* EMNLP 2021 (Long) 

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Discovering Representation Sprachbund For Multilingual Pre-Training


Sep 01, 2021
Yimin Fan, Yaobo Liang, Alexandre Muzio, Hany Hassan, Houqiang Li, Ming Zhou, Nan Duan

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* To Appear at the Findings of EMNLP2021 

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Meta-Learning for Few-Shot NMT Adaptation


Apr 06, 2020
Amr Sharaf, Hany Hassan, Hal Daumé III

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Zero-Resource Multilingual Model Transfer: Learning What to Share


Oct 08, 2018
Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan, Wei Wang, Claire Cardie

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Achieving Human Parity on Automatic Chinese to English News Translation


Jun 29, 2018
Hany Hassan, Anthony Aue, Chang Chen, Vishal Chowdhary, Jonathan Clark, Christian Federmann, Xuedong Huang, Marcin Junczys-Dowmunt, William Lewis, Mu Li, Shujie Liu, Tie-Yan Liu, Renqian Luo, Arul Menezes, Tao Qin, Frank Seide, Xu Tan, Fei Tian, Lijun Wu, Shuangzhi Wu, Yingce Xia, Dongdong Zhang, Zhirui Zhang, Ming Zhou

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Universal Neural Machine Translation for Extremely Low Resource Languages


Apr 17, 2018
Jiatao Gu, Hany Hassan, Jacob Devlin, Victor O. K. Li

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* NAACL-HLT 2018 

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Gender Aware Spoken Language Translation Applied to English-Arabic


Feb 26, 2018
Mostafa Elaraby, Ahmed Y. Tawfik, Mahmoud Khaled, Hany Hassan, Aly Osama

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* Proceedings of the Second International Conference on Natural Language and Speech Processing, 2018 IEEE 

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Synthetic Data for Neural Machine Translation of Spoken-Dialects


Nov 28, 2017
Hany Hassan, Mostafa Elaraby, Ahmed Tawfik

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