Henghui Zhu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 61

Top Topics

Markov Decision Process

Text Summarization

Question Answering

Top Venues

Publications

Wenyue Hua, Jiang Guo, Mingwen Dong, Henghui Zhu, Patrick Ng, Zhiguo Wang
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks. ACL (Findings) (2024)
Wenyue Hua, Jiang Guo, Mingwen Dong, Henghui Zhu, Patrick Ng, Zhiguo Wang
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks. CoRR (2024)
Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Henghui Zhu, Rui Dong, Deguang Kong, Juliette Burger, Anjelica Ramos, Zhiheng Huang, William Yang Wang, George Karypis, Bing Xiang, Dan Roth
STREET: A Multi-Task Structured Reasoning and Explanation Benchmark. ICLR (2023)
Wuwei Lan, Zhiguo Wang, Anuj Chauhan, Henghui Zhu, Alexander Hanbo Li, Jiang Guo, Sheng Zhang, Chung-Wei Hang, Joseph Lilien, Yiqun Hu, Lin Pan, Mingwen Dong, Jun Wang, Jiarong Jiang, Stephen Ash, Vittorio Castelli, Patrick Ng, Bing Xiang
UNITE: A Unified Benchmark for Text-to-SQL Evaluation. CoRR (2023)
Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Yang Wang, Zhiguo Wang, Bing Xiang
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases. ICLR (2023)
Xingyu Fu, Sheng Zhang, Gukyeong Kwon, Pramuditha Perera, Henghui Zhu, Yuhao Zhang, Alexander Hanbo Li, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Dan Roth, Bing Xiang
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge. CoRR (2023)
Yiqun Hu, Yiyun Zhao, Jiarong Jiang, Wuwei Lan, Henghui Zhu, Anuj Chauhan, Alexander Hanbo Li, Lin Pan, Jun Wang, Chung-Wei Hang, Sheng Zhang, Jiang Guo, Mingwen Dong, Joseph Lilien, Patrick Ng, Zhiguo Wang, Vittorio Castelli, Bing Xiang
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing. ACL (Findings) (2023)
Shuaichen Chang, Jun Wang, Mingwen Dong, Lin Pan, Henghui Zhu, Alexander Hanbo Li, Wuwei Lan, Sheng Zhang, Jiarong Jiang, Joseph Lilien, Steve Ash, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Bing Xiang
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness. ICLR (2023)
Xingyu Fu, Sheng Zhang, Gukyeong Kwon, Pramuditha Perera, Henghui Zhu, Yuhao Zhang, Alexander Hanbo Li, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Dan Roth, Bing Xiang
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge. ACL (Findings) (2023)
Sijia Wang, Alexander Hanbo Li, Henghui Zhu, Sheng Zhang, Pramuditha Perera, Chung-Wei Hang, Jie Ma, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Bing Xiang, Patrick Ng
Benchmarking Diverse-Modal Entity Linking with Generative Models. ACL (Findings) (2023)
Shuaichen Chang, Jun Wang, Mingwen Dong, Lin Pan, Henghui Zhu, Alexander Hanbo Li, Wuwei Lan, Sheng Zhang, Jiarong Jiang, Joseph Lilien, Steve Ash, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Bing Xiang
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness. CoRR (2023)
Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-Wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora. NAACL-HLT (2022)
Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Rui Dong, Xiaokai Wei, Henghui Zhu, Xinchi Chen, Peng Xu, Zhiheng Huang, Andrew O. Arnold, Dan Roth
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner. NAACL-HLT (Findings) (2022)
Andy T. Liu, Wei Xiao, Henghui Zhu, Dejiao Zhang, Shang-Wen Li, Andrew O. Arnold
QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition. CoRR (2022)
Dejiao Zhang, Wei Xiao, Henghui Zhu, Xiaofei Ma, Andrew O. Arnold
Virtual Augmentation Supported Contrastive Learning of Sentence Representations. ACL (Findings) (2022)
Peng Shi, Patrick Ng, Feng Nan, Henghui Zhu, Jun Wang, Jiarong Jiang, Alexander Hanbo Li, Rishav Chakravarti, Donald Weidner, Bing Xiang, Zhiguo Wang
Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering. AAAI (2022)
Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Wang, Zhiguo Wang, Bing Xiang
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases. CoRR (2022)
Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cícero Nogueira dos Santos, Bing Xiang
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training. AAAI (2021)
Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-Wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora. CoRR (2021)
Dejiao Zhang, Shang-Wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
Pairwise Supervised Contrastive Learning of Sentence Representations. EMNLP (1) (2021)
Dejiao Zhang, Feng Nan, Xiaokai Wei, Shang-Wen Li, Henghui Zhu, Kathleen R. McKeown, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
Supporting Clustering with Contrastive Learning. CoRR (2021)
Dejiao Zhang, Feng Nan, Xiaokai Wei, Shang-Wen Li, Henghui Zhu, Kathleen R. McKeown, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
Supporting Clustering with Contrastive Learning. NAACL-HLT (2021)
Feng Nan, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen R. McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang
Improving Factual Consistency of Abstractive Summarization via Question Answering. ACL/IJCNLP (1) (2021)
Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cícero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathleen R. McKeown, Bing Xiang
Entity-level Factual Consistency of Abstractive Text Summarization. CoRR (2021)
Alexander Hanbo Li, Patrick Ng, Peng Xu, Henghui Zhu, Zhiguo Wang, Bing Xiang
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering. ACL/IJCNLP (1) (2021)
Feng Nan, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen R. McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang
Improving Factual Consistency of Abstractive Summarization via Question Answering. CoRR (2021)
Dejiao Zhang, Wei Xiao, Henghui Zhu, Xiaofei Ma, Andrew O. Arnold
Virtual Augmentation Supported Contrastive Learning of Sentence Representations. CoRR (2021)
Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-Wen Li, Wael Hamza, Julian J. McAuley
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering. EACL (2021)
Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cícero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathy McKeown, Bing Xiang
Entity-level Factual Consistency of Abstractive Text Summarization. EACL (2021)
Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-Wen Li, Wael Hamza, Julian J. McAuley
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering. CoRR (2021)
Yifan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction. ACL/IJCNLP (1) (2021)
Alexander Hanbo Li, Patrick Ng, Peng Xu, Henghui Zhu, Zhiguo Wang, Bing Xiang
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering. CoRR (2021)
Dejiao Zhang, Shang-Wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
Pairwise Supervised Contrastive Learning of Sentence Representations. CoRR (2021)
Tingting Xu, Henghui Zhu, Ioannis Ch. Paschalidis
Learning parametric policies and transition probability models of markov decision processes from data. Eur. J. Control 57 (2021)
Yifan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction. CoRR (2020)
Boran Hao, Henghui Zhu, Ioannis Ch. Paschalidis
Enhancing Clinical BERT Embedding using a Biomedical Knowledge Base. COLING (2020)
Dejiao Zhang, Ramesh Nallapati, Henghui Zhu, Feng Nan, Cícero Nogueira dos Santos, Kathleen R. McKeown, Bing Xiang
Unsupervised Domain Adaptation for Cross-lingual Text Labeling. EMNLP (Findings) (2020)
Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cícero Nogueira dos Santos, Bing Xiang
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training. CoRR (2020)
Henghui Zhu, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang
Who Did They Respond to? Conversation Structure Modeling Using Masked Hierarchical Transformer. AAAI (2020)
Morteza Pourreza Shahri, Amir Tahmasebi, Bingyang Ye, Henghui Zhu, Javed Aslam, Timothy Ferris
An Ensemble Approach for Automatic Structuring of Radiology Reports. CoRR (2020)
Siamak Shakeri, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems. EMNLP (1) (2020)
Morteza Pourreza Shahri, Amir Tahmasebi, Bingyang Ye, Henghui Zhu, Javed Aslam, Timothy Ferris
An Ensemble Approach for Automatic Structuring of Radiology Reports. ClinicalNLP@EMNLP (2020)
Henghui Zhu, Hao Liu, Armin Ataei, Yonatan Munk, Thomas Daniel, Ioannis Ch. Paschalidis
Learning from animals: How to Navigate Complex Terrains. PLoS Comput. Biol. 16 (1) (2020)
Henghui Zhu, Ioannis Ch. Paschalidis, Michael E. Hasselmo
A Hebbian learning algorithm for training a neural circuit to perform context-dependent associations of stimuli. ACC (2019)
Amir M. Tahmasebi, Henghui Zhu, Gabriel Mankovich, Peter Prinsen, Prescott Klassen, Sam Pilato, Rob van Ommering, Pritesh Patel, Martin L. Gunn, Paul Chang
Automatic Normalization of Anatomical Phrases in Radiology Reports Using Unsupervised Learning. J. Digit. Imaging 32 (1) (2019)
Elena Sergeeva, Henghui Zhu, Amir Tahmasebi, Peter Szolovits
Neural Token Representations and Negation and Speculation Scope Detection in Biomedical and General Domain Text. LOUHI@EMNLP (2019)
Henghui Zhu, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang
Who did They Respond to? Conversation Structure Modeling using Masked Hierarchical Transformer. CoRR (2019)
Henghui Zhu, Tingting Xu, Ioannis Ch. Paschalidis
Learning Parameterized Prescription Policies and Disease Progression Dynamics using Markov Decision Processes. ACC (2019)
Manjesh Kumar Hanawal, Hao Liu, Henghui Zhu, Ioannis Ch. Paschalidis
Learning Policies for Markov Decision Processes From Data. IEEE Trans. Autom. Control. 64 (6) (2019)
Henghui Zhu, Ioannis Ch. Paschalidis, Michael E. Hasselmo
Neural circuits for learning context-dependent associations of stimuli. Neural Networks 107 (2018)
Henghui Zhu, Ioannis Ch. Paschalidis, Amir Tahmasebi
Clinical Concept Extraction with Contextual Word Embedding. CoRR (2018)
Manjesh Kumar Hanawal, Hao Liu, Henghui Zhu, Ioannis Ch. Paschalidis
Learning Policies for Markov Decision Processes from Data. CoRR (2017)
Kexin Liu, Henghui Zhu, Jinhu Lu
Cooperative Stabilization of a Class of LTI Plants With Distributed Observers. IEEE Trans. Circuits Syst. I Regul. Pap. (7) (2017)
Henghui Zhu, Ioannis Ch. Paschalidis, Michael E. Hasselmo
Feature extraction in Q-learning using neural networks. CDC (2017)
Henghui Zhu, Feng Nan, Ioannis Ch. Paschalidis, Venkatesh Saligrama
Sequential Dynamic Decision Making with Deep Neural Nets on a Test-Time Budget. CoRR (2017)
Yao Chen, Fangfei Li, Bo Hou, Shaolin Tan, Henghui Zhu
Convergence analysis of discrete-time consensus algorithm with both self and transmission delays. J. Frankl. Inst. 353 (11) (2016)
Yao Chen, Wenwu Yu, Shaolin Tan, Henghui Zhu
Synchronizing nonlinear complex networks via switching disconnected topology. Autom. 70 (2016)
Manjesh Kumar Hanawal, Hao Liu, Henghui Zhu, Ioannis Ch. Paschalidis
Learning parameterized policies for Markov decision processes through demonstrations. CDC (2016)
Kexin Liu, Henghui Zhu, Jinhu Lu
Robust consensus of a class of linear multi-agent systems via sampled-data control. ASCC (2015)
Kexin Liu, Henghui Zhu, Jinhu Lu
Bridging the Gap Between Transmission Noise and Sampled Data for Robust Consensus of Multi-Agent Systems. IEEE Trans. Circuits Syst. I Regul. Pap. (7) (2015)
Kexin Liu, Henghui Zhu, Jinhu Lu, Maciej J. Ogorzalek
Cooperative Design of Networked Observers for Stabilizing LTI Plants. ISCAS (2015)
Henghui Zhu, Kexin Liu, Jinhu Lu, Zongli Lin, Yao Chen
On the cooperative observability of a continuous-time linear system on an undirected network. IJCNN (2014)