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DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders


Jun 25, 2021
Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei

* Work in progress 

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How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation?


May 27, 2021
Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat

* Findings of ACL 2021 

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Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders


Apr 18, 2021
Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei

* Preprint 

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BlonD: An Automatic Evaluation Metric for Document-level MachineTranslation


Mar 22, 2021
Yuchen Jiang, Shuming Ma, Dongdong Zhang, Jian Yang, Haoyang Huang, Ming Zhou

* 8 pages 

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XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders


Dec 31, 2020
Shuming Ma, Jian Yang, Haoyang Huang, Zewen Chi, Li Dong, Dongdong Zhang, Hany Hassan Awadalla, Alexandre Muzio, Akiko Eriguchi, Saksham Singhal, Xia Song, Arul Menezes, Furu Wei


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Interpretable Deep Learning for Automatic Diagnosis of 12-lead Electrocardiogram


Oct 20, 2020
Dongdong Zhang, Xiaohui Yuan, Ping Zhang

* 8 pages, 7 figures 

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Document Classification for COVID-19 Literature


Jun 15, 2020
Bernal Jiménez Gutiérrez, Juncheng Zeng, Dongdong Zhang, Ping Zhang, Yu Su

* 8 pages, 9 figures 

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M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training


Jun 04, 2020
Haoyang Huang, Lin Su, Di Qi, Nan Duan, Edward Cui, Taroon Bharti, Lei Zhang, Lijuan Wang, Jianfeng Gao, Bei Liu, Jianlong Fu, Dongdong Zhang, Xin Liu, Ming Zhou

* 10 pages,2 figures 

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Syntax-aware Data Augmentation for Neural Machine Translation


Apr 29, 2020
Sufeng Duan, Hai Zhao, Dongdong Zhang, Rui Wang


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XGPT: Cross-modal Generative Pre-Training for Image Captioning


Mar 04, 2020
Qiaolin Xia, Haoyang Huang, Nan Duan, Dongdong Zhang, Lei Ji, Zhifang Sui, Edward Cui, Taroon Bharti, Xin Liu, Ming Zhou

* 12 pages, 3 figures, 7 tables 

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A Novel Task-Oriented Text Corpus in Silent Speech Recognition and its Natural Language Generation Construction Method


Apr 19, 2019
Dong Cao, Dongdong Zhang, HaiBo Chen

* Accepted for publication in the 3rd International Conference on Natural Language Processing and Information Retrieval, 2019 

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Learning Unsupervised Word Mapping by Maximizing Mean Discrepancy


Nov 01, 2018
Pengcheng Yang, Fuli Luo, Shuangzhi Wu, Jingjing Xu, Dongdong Zhang, Xu Sun


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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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