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UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data


Jan 19, 2021
Chengyi Wang, Yu Wu, Yao Qian, Kenichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang


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Fusing Context Into Knowledge Graph for Commonsense Reasoning


Dec 09, 2020
Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang


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Mixed-Lingual Pre-training for Cross-lingual Summarization


Oct 18, 2020
Ruochen Xu, Chenguang Zhu, Yu Shi, Michael Zeng, Xuedong Huang

* Accepted at Asia-Pacific Chapter of the Association for Computational Linguistics (AACL) 2020 

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Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization


Jun 27, 2020
Beliz Gunel, Chenguang Zhu, Michael Zeng, Xuedong Huang

* NeurIPS 2019, Knowledge Representation & Reasoning Meets Machine Learning (KR2ML workshop) 

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End-to-End Abstractive Summarization for Meetings


Apr 22, 2020
Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang

* 12 pages, 2 figures 

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Boosting Factual Correctness of Abstractive Summarization


Apr 04, 2020
Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang

* 17 pages, 3 figures 

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Boosting Factual Correctness of Abstractive Summarization with Knowledge Graph


Mar 26, 2020
Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang

* 14 pages, 2 figures 

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Make Lead Bias in Your Favor: A Simple and Effective Method for News Summarization


Jan 07, 2020
Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang

* 7 pages, 2 figures 

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TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising


Jan 06, 2020
Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve

* 10 pages, 3 figures 

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Advances in Online Audio-Visual Meeting Transcription


Dec 10, 2019
Takuya Yoshioka, Igor Abramovski, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Partha Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao Wang, Jun Zhang, Yong Zhao, Tianyan Zhou

* To appear in Proc. IEEE ASRU Workshop 2019 

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SIM: A Slot-Independent Neural Model for Dialogue State Tracking


Sep 26, 2019
Chenguang Zhu, Michael Zeng, Xuedong Huang

* SIGDial 2019 
* 6 pages, 1 figure 

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Meeting Transcription Using Virtual Microphone Arrays


May 03, 2019
Takuya Yoshioka, Zhuo Chen, Dimitrios Dimitriadis, William Hinthorn, Xuedong Huang, Andreas Stolcke, Michael Zeng


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SDNet: Contextualized Attention-based Deep Network for Conversational Question Answering


Jan 02, 2019
Chenguang Zhu, Michael Zeng, Xuedong Huang

* 8 pages, 2 figures 

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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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