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 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
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


  Access Model/Code and Paper
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 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
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


  Access Model/Code and Paper
Multi-agent Learning for Neural Machine Translation

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

* Accepted by EMNLP2019 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
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; 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
Modeling Coherence for Discourse Neural Machine Translation

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

* AAAI2019 
* Accepted by AAAI2019 

  Access Model/Code and Paper
STACL: Simultaneous Translation with Integrated Anticipation and Controllable Latency

Nov 03, 2018
Mingbo Ma, Liang Huang, Hao Xiong, Kaibo Liu, Chuanqiang Zhang, Zhongjun He, Hairong Liu, Xing Li, Haifeng Wang


  Access Model/Code and Paper
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications

Jun 11, 2018
Wei He, Kai Liu, Jing Liu, Yajuan Lyu, Shiqi Zhao, Xinyan Xiao, Yuan Liu, Yizhong Wang, Hua Wu, Qiaoqiao She, Xuan Liu, Tian Wu, Haifeng Wang

* 10 pages, ACL 2018 MRQA Workshop camera-ready version 

  Access Model/Code and Paper
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification

May 10, 2018
Yizhong Wang, Kai Liu, Jing Liu, Wei He, Yajuan Lyu, Hua Wu, Sujian Li, Haifeng Wang

* 10 pages, ACL 2018 camera-ready version 

  Access Model/Code and Paper
Chinese Poetry Generation with Planning based Neural Network

Dec 07, 2016
Zhe Wang, Wei He, Hua Wu, Haiyang Wu, Wei Li, Haifeng Wang, Enhong Chen

* Accepted paper at COLING 2016 

  Access Model/Code and Paper
Exploiting Multi-typed Treebanks for Parsing with Deep Multi-task Learning

Jun 03, 2016
Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu

* 11 pages, 4 figures 

  Access Model/Code and Paper