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BSTC: A Large-Scale Chinese-English Speech Translation Dataset


Apr 09, 2021
Ruiqing Zhang, Xiyang Wang, Chuanqiang Zhang, Zhongjun He, Hua Wu, Zhi Li, Haifeng Wang, Ying Chen, Qinfei Li

* 8 pages, 6 figures 

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Deep Manifold Learning for Dynamic MR Imaging


Mar 09, 2021
Ziwen Ke, Zhuo-Xu Cui, Wenqi Huang, Jing Cheng, Sen Jia, Haifeng Wang, Xin Liu, Hairong Zheng, Leslie Ying, Yanjie Zhu, Dong Liang

* 17 pages, 7 figures 

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Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing


Mar 08, 2021
Ao Zhang, Kun Wu, Lijie Wang, Zhenghua Li, Xinyan Xiao, Hua Wu, Min Zhang, Haifeng Wang


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Learning to Select External Knowledge with Multi-Scale Negative Sampling


Feb 03, 2021
Huang He, Hua Lu, Siqi Bao, Fan Wang, Hua Wu, Zhengyu Niu, Haifeng Wang

* To be presented at AAAI-21 DSTC9 Workshop. First two authors contributed equally to this work 

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ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora


Jan 01, 2021
Xuan Ouyang, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang


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ERNIE-DOC: The Retrospective Long-Document Modeling Transformer


Dec 31, 2020
Siyu Ding, Junyuan Shang, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang


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Discovering Dialog Structure Graph for Open-Domain Dialog Generation


Dec 31, 2020
Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu


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UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning


Dec 31, 2020
Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang

* 11 pages 

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Peer Offloading with Delayed Feedback in Fog Networks


Nov 24, 2020
Miao Yang, Hongbin Zhu, Hua Qian, Yevgeni Koucheryavy, Konstantin Samouylov, Haifeng Wang

* 12 pages, 11 figures, submitted to IEEE Internet of Things Journal 

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Federated learning with class imbalance reduction


Nov 23, 2020
Miao Yang, Akitanoshou Wong, Hongbin Zhu, Haifeng Wang, Hua Qian

* 5 pages, 4 figures 

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ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding


Oct 23, 2020
Dongling Xiao, Yu-Kun Li, Han Zhang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

* work-in-progress 

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RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering


Oct 16, 2020
Yingqi Qu Yuchen Ding, Jing Liu, Kai Liu, Ruiyang Ren, Xin Zhao, Daxiang Dong, Hua Wu, Haifeng Wang


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PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning


Jul 13, 2020
Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhen Guo, Zhibin Liu, Xinchao Xu

* First four authors contributed equally to this work 

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Deep Low-rank Prior in Dynamic MR Imaging


Jul 06, 2020
Ziwen Ke, Wenqi Huang, Jing Cheng, Zhuoxu Cui, Sen Jia, Haifeng Wang, Xin Liu, Hairong Zheng, Leslie Ying, Yanjie Zhu, Dong Liang

* 13 pages, 8 figures 

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ERNIE-ViL: Knowledge Enhanced Vision-Language Representations Through Scene Graph


Jun 30, 2020
Fei Yu, Jiji Tang, Weichong Yin, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang


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Towards Conversational Recommendation over Multi-Type Dialogs


May 22, 2020
Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu

* Accepted by ACL 2020 

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Leveraging Graph to Improve Abstractive Multi-Document Summarization


May 20, 2020
Wei Li, Xinyan Xiao, Jiachen Liu, Hua Wu, Haifeng Wang, Junping Du

* Accepted by ACL2020 

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SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis


May 20, 2020
Hao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu, Haifeng Wang, Feng Wu

* Accepted by ACL2020 

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DuReaderrobust: A Chinese Dataset Towards Evaluating the Robustness of Machine Reading Comprehension Models


Apr 23, 2020
Hongxuan Tang, Jing Liu, Hongyu Li, Yu Hong, Hua Wu, Haifeng Wang


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ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation


Feb 04, 2020
Dongling Xiao, Han Zhang, Yukun Li, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

* 8 pages, 5 figures, typos corrected 

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An Unsupervised Deep Learning Method for Parallel Cardiac MRI via Time-Interleaved Sampling


Dec 20, 2019
Yanjie Zhu, Ziwen Ke, Jing Cheng, Sen Jia, Yuanyuan Liu, Haifeng Wang, Leslie Ying, Xin Liu, Hairong Zheng, Dong Liang

* 12 pages, 10 figures, submitted to IEEE Journal 

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Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding


Dec 16, 2019
Yuchen Liu, Jiajun Zhang, Hao Xiong, Long Zhou, Zhongjun He, Hua Wu, Haifeng Wang, Chengqing Zong

* Accepted by AAAI 2020 

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