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Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task


Nov 03, 2021
Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei

* WMT21 

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Improving Non-autoregressive Generation with Mixup Training


Oct 21, 2021
Ting Jiang, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Liangjie Zhang, Qi Zhang


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Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training


Sep 15, 2021
Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei

* EMNLP 2021 

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XLM-E: Cross-lingual Language Model Pre-training via ELECTRA


Jun 30, 2021
Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei


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Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains


Jun 29, 2021
Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei

* accepted as ACL2021 Findings 

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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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Consistency Regularization for Cross-Lingual Fine-Tuning


Jun 15, 2021
Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei

* ACL-2021 

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Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment


Jun 11, 2021
Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei

* ACL-2021 

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MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers


Dec 31, 2020
Wenhui Wang, Hangbo Bao, Shaohan Huang, Li Dong, Furu Wei


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Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths


Sep 24, 2020
Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Minlie Huang

* Accepted by AACL-IJCNLP 2020 

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Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph


Sep 24, 2020
Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang

* accepted by EMNLP 2020 

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DocBank: A Benchmark Dataset for Document Layout Analysis


Jun 01, 2020
Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou

* Work in progress 

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LayoutLM: Pre-training of Text and Layout for Document Image Understanding


Feb 19, 2020
Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou

* Work in progress 

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TableBank: A Benchmark Dataset for Table Detection and Recognition


Mar 05, 2019
Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li


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Text Morphing


Sep 30, 2018
Shaohan Huang, Yu Wu, Furu Wei, Ming Zhou


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Neural Melody Composition from Lyrics


Sep 12, 2018
Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou


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Response Generation by Context-aware Prototype Editing


Jul 27, 2018
Yu Wu, Furu Wei, Shaohan Huang, Zhoujun Li, Ming Zhou


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Neural Document Summarization by Jointly Learning to Score and Select Sentences


Jul 06, 2018
Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao

* In ACL 2018 

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Dictionary-Guided Editing Networks for Paraphrase Generation


Jun 21, 2018
Shaohan Huang, Yu Wu, Furu Wei, Ming Zhou


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