Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Henghui Zhu

Improving Factual Consistency of Abstractive Summarization via Question Answering


May 10, 2021
Feng Nan, Cicero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang

* ACL-IJCNLP 2021 

  Access Paper or Ask Questions

Supporting Clustering with Contrastive Learning


Mar 24, 2021
Dejiao Zhang, Feng Nan, Xiaokai Wei, Shangwen Li, Henghui Zhu, Kathleen McKeown, Ramesh Nallapati, Andrew Arnold, Bing Xiang

* NAACL 2021 

  Access Paper or Ask Questions

Entity-level Factual Consistency of Abstractive Text Summarization


Feb 18, 2021
Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cicero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathleen McKeown, Bing Xiang

* EACL 2021 

  Access Paper or Ask Questions

Zero-shot Generalization in Dialog State Tracking through Generative Question Answering


Jan 20, 2021
Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-Wen Li, Wael Hamza, Julian McAuley

* Accepted as a Long Paper at EACL 2021 

  Access Paper or Ask Questions

Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training


Dec 18, 2020
Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cicero Nogueira dos Santos, Bing Xiang

* Accepted to AAAI 2021 

  Access Paper or Ask Questions

Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction


Nov 26, 2020
Yifan Gao, Henghui Zhu, Patrick Ng, Cicero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang


  Access Paper or Ask Questions

An Ensemble Approach for Automatic Structuring of Radiology Reports


Oct 11, 2020
Morteza Pourreza Shahri, Amir Tahmasebi, Bingyang Ye, Henghui Zhu, Javed Aslam, Timothy Ferris

* Accepted by the 3rd Clinical NLP Workshop at EMNLP 2020 

  Access Paper or Ask Questions

Who did They Respond to? Conversation Structure Modeling using Masked Hierarchical Transformer


Nov 25, 2019
Henghui Zhu, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang

* AAAI 2020 

  Access Paper or Ask Questions

Clinical Concept Extraction with Contextual Word Embedding


Oct 24, 2018
Henghui Zhu, Ioannis Ch. Paschalidis, Amir Tahmasebi

* Submitted to NIPS ML4H workshop 

  Access Paper or Ask Questions

Sequential Dynamic Decision Making with Deep Neural Nets on a Test-Time Budget


May 31, 2017
Henghui Zhu, Feng Nan, Ioannis Paschalidis, Venkatesh Saligrama


  Access Paper or Ask Questions

Learning Policies for Markov Decision Processes from Data


Jan 21, 2017
Manjesh K. Hanawal, Hao Liu, Henghui Zhu, Ioannis Ch. Paschalidis


  Access Paper or Ask Questions