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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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PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable

Nov 07, 2019
Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang

* First two authors contributed equally 

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CoKE: Contextualized Knowledge Graph Embedding

Nov 06, 2019
Quan Wang, Pingping Huang, Haifeng Wang, Songtai Dai, Wenbin Jiang, Jing Liu, Yajuan Lyu, Yong Zhu, Hua Wu


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Multi-agent Learning for Neural Machine Translation

Sep 03, 2019
Tianchi Bi, Hao Xiong, Zhongjun He, Hua Wu, Haifeng Wang

* Accepted by EMNLP2019 

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DuTongChuan: Context-aware Translation Model for Simultaneous Interpreting

Aug 16, 2019
Hao Xiong, Ruiqing Zhang, Chuanqiang Zhang, Zhongjun He, Hua Wu, Haifeng Wang

* Description for Baidu's Simultaneous Interpreting System 

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Model Learning: Primal Dual Networks for Fast MR imaging

Aug 07, 2019
Jing Cheng, Haifeng Wang, Leslie Ying, Dong Liang

* accepted in MICCAI2019. arXiv admin note: text overlap with arXiv:1906.08143 

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ERNIE 2.0: A Continual Pre-training Framework for Language Understanding

Jul 29, 2019
Yu Sun, Shuohuan Wang, Yukun Li, Shikun Feng, Hao Tian, Hua Wu, Haifeng Wang

* 11 pages, 3 figures and 7 tables; 

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Model-based Deep MR Imaging: the roadmap of generalizing compressed sensing model using deep learning

Jun 23, 2019
Jing Cheng, Haifeng Wang, Yanjie Zhu, Qiegen Liu, Xin Liu, Hairong Zhen, Leslie Ying, Dong Liang

* part of the preliminary work will be presented at MICCAI2019 

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Proactive Human-Machine Conversation with Explicit Conversation Goals

Jun 13, 2019
Wenquan Wu, Zhen Guo, Xiangyang Zhou, Hua Wu, Xiyuan Zhang, Rongzhong Lian, Haifeng Wang

* Accepted by ACL 2019 

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End-to-End Speech Translation with Knowledge Distillation

Apr 17, 2019
Yuchen Liu, Hao Xiong, Zhongjun He, Jiajun Zhang, Hua Wu, Haifeng Wang, Chengqing Zong

* Submitted to Interspeech 2019 

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Knowledge Aware Conversation Generation with Reasoning on Augmented Graph

Mar 25, 2019
Zhibin Liu, Zheng-Yu Niu, Hua Wu, Haifeng Wang

* 10 pages, a preprint 

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Utilizing Imbalanced Data and Classification Cost Matrix to Predict Movie Preferences

Dec 04, 2018
Haifeng Wang

* International Journal of Artificial Intelligence and Applications (IJAIA), Vol.9, No.6, November 2018 
* 12 pages, 4 figures 

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Modeling Coherence for Discourse Neural Machine Translation

Nov 14, 2018
Hao Xiong, Zhongjun He, Hua Wu, Haifeng Wang

* AAAI2019 
* Accepted by AAAI2019 

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