Heng-Hui Zhu

Most-cited papers

Supporting Clustering with Contrastive Learning
Dejiao Zhang, Feng Nan, Xiao-Kai Wei, Shang-Wen Li +5 more
2021North American Chapter of the Association for Computational Linguistics264 citations Open access
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Entity-level Factual Consistency of Abstractive Text Summarization
Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cícero Nogueira dos Santos +4 more
2021Conference of the European Chapter of the Association for Computational Linguistics201 citations Open access
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DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases
Donghan Yu, Shenmin Zhang, Patrick Ng, Heng-Hui Zhu +6 more
2022International Conference on Learning Representations182 citations Open access
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Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
Xisen Jin, Dejiao Zhang, Heng-Hui Zhu, Wei Xiao +4 more
2021BIGSCIENCE158 citations
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Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training
Peng Shi, Patrick Ng, Zhiguo Wang, Heng-Hui Zhu +4 more
2020AAAI Conference on Artificial Intelligence127 citations Open access
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End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems
Siamak Shakeri, Cícero Nogueira dos Santos, Heng-Hui Zhu, Patrick Ng +4 more
2020Conference on Empirical Methods in Natural Language Processing126 citations Open access
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Improving Factual Consistency of Abstractive Summarization via Question Answering
Feng Nan, Cícero Nogueira dos Santos, Heng-Hui Zhu, Patrick Ng +6 more
2021Annual Meeting of the Association for Computational Linguistics108 citations Open access
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Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness
Shuaichen Chang, J. Wang, Mingwen Dong, Lin Pan +12 more
2023International Conference on Learning Representations92 citations Open access
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Finite-time adaptive consensus of a class of multi-agent systems
Ke-Xin Liu, Lulu Wu, Jin-Hu Lu, Heng-Hui Zhu
2015Science China Technological Sciences90 citations
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Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
J. Tiedemann, Isabelle Augenstein, Madhumita Sushil, Valerio Basile +496 more
202183 citations Open access
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Clinical Concept Extraction with Contextual Word Embedding
Heng-Hui Zhu, I. Paschalidis, Amir M. Tahmasebi
2018Neural Information Processing Systems79 citations
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Synchronizing nonlinear complex networks via switching disconnected topology
Yao Chen, Wenwu Yu, Shaolin Tan, Heng-Hui Zhu
2016at - Automatisierungstechnik65 citations Open access
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Pairwise Supervised Contrastive Learning of Sentence Representations
Dejiao Zhang, Shang-Wen Li, Wei Xiao, Heng-Hui Zhu +3 more
2021Conference on Empirical Methods in Natural Language Processing63 citations Open access
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Enhancing Clinical BERT Embedding using a Biomedical Knowledge Base
Boran Hao, Heng-Hui Zhu, I. Paschalidis
2020International Conference on Computational Linguistics63 citations Open access
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Zero-shot Generalization in Dialog State Tracking through Generative Question Answering
Shuyang Li, Jin Cao, Mukund Sridhar, Heng-Hui Zhu +3 more
2021Conference of the European Chapter of the Association for Computational Linguistics50 citations Open access
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Bridging the Gap Between Transmission Noise and Sampled Data for Robust Consensus of Multi-Agent Systems
Ke-Xin Liu, Heng-Hui Zhu, Jin-Hu Lu
2015IEEE Transactions on Circuits and Systems Part 1: Regular Papers48 citations
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Who did They Respond to? Conversation Structure Modeling using Masked Hierarchical Transformer
Heng-Hui Zhu, Feng Nan, Zhiguo Wang, Ramesh Nallapati +1 more
2019AAAI Conference on Artificial Intelligence42 citations Open access
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Cooperative Stabilization of a Class of LTI Plants With Distributed Observers
Ke-Xin Liu, Heng-Hui Zhu, Jin-Hu Lu
2017IEEE Transactions on Circuits and Systems Part 1: Regular Papers41 citations
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Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering
A. Li, Patrick Ng, Peng Xu, Heng-Hui Zhu +2 more
2021Annual Meeting of the Association for Computational Linguistics38 citations Open access
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Virtual Augmentation Supported Contrastive Learning of Sentence Representations
Dejiao Zhang, Wei Xiao, Heng-Hui Zhu, Xiaofei Ma +1 more
2021Findings37 citations Open access
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Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction
Yifan Gao, Heng-Hui Zhu, Patrick Ng, Cícero Nogueira dos Santos +6 more
2020Annual Meeting of the Association for Computational Linguistics34 citations Open access
Semantic Scholar
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge
Xingyu Fu, Shenmin Zhang, Gukyeong Kwon, Pramuditha Perera +9 more
2023Annual Meeting of the Association for Computational Linguistics33 citations Open access
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On the cooperative observability of a continuous-time linear system on an undirected network
Heng-Hui Zhu, Ke-Xin Liu, Jin-Hu Lu, Zong-Li Lin +1 more
2014IEEE International Joint Conference on Neural Network33 citations
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QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition
Andy T. Liu, Wei Xiao, Heng-Hui Zhu, Dejiao Zhang +2 more
2022arXiv.org32 citations Open access
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UNITE: A Unified Benchmark for Text-to-SQL Evaluation
Wuwei Lan, Zhiguo Wang, Anuj Chauhan, Heng-Hui Zhu +14 more
2023arXiv.org21 citations Open access
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Automatic Normalization of Anatomical Phrases in Radiology Reports Using Unsupervised Learning
Amir M. Tahmasebi, Heng-Hui Zhu, Gabe Mankovich, P. Prinsen +6 more
2018Journal of digital imaging19 citations Open access
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Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering
Peng Shi, Patrick Ng, Feng Nan, Heng-Hui Zhu +7 more
2022AAAI Conference on Artificial Intelligence17 citations Open access
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Learning Policies for Markov Decision Processes From Data
M. Hanawal, Hao Liu, Heng-Hui Zhu, I. Paschalidis
2017IEEE Transactions on Automatic Control17 citations Open access
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Classification of Pulmonary Nodular Findings based on Characterization of Change using Radiology Reports.
Jianbo Yuan, Heng-Hui Zhu, Amir M. Tahmasebi
2019AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science16 citations
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Negation Scope Detection in Clinical Notes and Scientific Abstracts: A Feature-enriched LSTM-based Approach.
Elena Sergeeva, Heng-Hui Zhu, P. Prinsen, Amir M. Tahmasebi
2019AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science15 citations
Semantic Scholar
Unsupervised Domain Adaptation for Cross-lingual Text Labeling
Dejiao Zhang, Ramesh Nallapati, Heng-Hui Zhu, Feng Nan +3 more
2020Findings11 citations Open access
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Neural circuits for learning context-dependent associations of stimuli
Heng-Hui Zhu, I. Paschalidis, M. Hasselmo
2018Neural Networks9 citations Open access
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Feature extraction in Q-learning using neural networks
Heng-Hui Zhu, I. Paschalidis, M. Hasselmo
2017IEEE Conference on Decision and Control9 citations
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A Neural Circuit Model for a Contextual Association Task Inspired by Recommender Systems
Heng-Hui Zhu, I. Paschalidis, Allen Chang, C. E. Stern +1 more
2020Hippocampus8 citations Open access
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Neural Token Representations and Negation and Speculation Scope Detection in Biomedical and General Domain Text
Elena Sergeeva, Heng-Hui Zhu, Amir M. Tahmasebi, Peter Szolovits
2019Conference on Empirical Methods in Natural Language Processing8 citations Open access
Semantic Scholar
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
Xisen Jin, Dejiao Zhang, Heng-Hui Zhu, Wei Xiao +4 more
2022North American Chapter of the Association for Computational Linguistics6 citations Open access
Semantic Scholar
Learning parametric policies and transition probability models of markov decision processes from data
Tingting Xu, Heng-Hui Zhu, I. Paschalidis
2020European Journal of Control6 citations Open access
Semantic Scholar
Context-Driven Concept Annotation in Radiology Reports: Anatomical Phrase Labeling.
Heng-Hui Zhu, I. Paschalidis, Christopher S. Hall, Amir M. Tahmasebi
2019AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science6 citations
Semantic Scholar
Learning from animals: How to Navigate Complex Terrains
Heng-Hui Zhu, Hao Liu, Armin Ataei, Yonatan Munk +2 more
2020PLoS Comput. Biol.4 citations Open access
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Robust consensus of a class of linear multi-agent systems via sampled-data control
Ke-Xin Liu, Heng-Hui Zhu, Jin-Hu Lu
2015Asian Control Conference4 citations
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An Ensemble Approach to Automatic Structuring of Radiology Reports
Morteza Pourreza-Shahri, Amir M. Tahmasebi, Bingyang Ye, Heng-Hui Zhu +2 more
2020Clinical Natural Language Processing Workshop3 citations Open access
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Context-based bidirectional-LSTM model for sequence labeling in clinical reports
Heng-Hui Zhu, I. Paschalidis, Amir M. Tahmasebi
2019Medical Imaging3 citations
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Learning parameterized policies for Markov decision processes through demonstrations
M. Hanawal, Hao Liu, Heng-Hui Zhu, I. Paschalidis
2016IEEE Conference on Decision and Control3 citations
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Cooperative pinning synchronization of a class of undirected complex networks
Heng-Hui Zhu, Ke-Xin Liu, Jin-Hu Lu
2015Cybersecurity and Cyberforensics Conference3 citations
Semantic Scholar
Proceedings of the Second Workshop on Natural Language Processing for Medical Conversations
S. Mousavi, Alessandra Cervone, Morena Danieli, G. Riccardi +496 more
20212 citations Open access
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Sequential Dynamic Decision Making with Deep Neural Nets on a Test-Time Budget
Heng-Hui Zhu, Feng Nan, I. Paschalidis, Venkatesh Saligrama
2017arXiv.org2 citations
Semantic Scholar
Cooperative Design of Networked Observers for Stabilizing LTI Plants
Ke-Xin Liu, Heng-Hui Zhu, Jin-Hu Lu, M. Ogorzałek
2015International Symposium on Circuits and Systems2 citations Open access
Semantic Scholar
Learning Parameterized Prescription Policies and Disease Progression Dynamics using Markov Decision Processes
Heng-Hui Zhu, Tingting Xu, I. Paschalidis
2019American Control Conference1 citations
Semantic Scholar
A Hebbian learning algorithm for training a neural circuit to perform context-dependent associations of stimuli
Heng-Hui Zhu, I. Paschalidis, M. Hasselmo
2019American Control Conference1 citations
Semantic Scholar
Convergence analysis of discrete-time consensus algorithm with both self and transmission delays
Yao Chen, Fangfei Li, Bo Hou, Shaolin Tan +1 more
2016Journal of the Franklin Institute1 citations Open access
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