← Authors

Henghui Zhu

32 papers · 2019–2026 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (6) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (58) 🧬 Topic Evolution πŸ† Keyword Champion (2) 🀝 Dynamic Duo (20) ⚑ Prolific Year (5) πŸ’Ž Century Club (31) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (148) πŸ”₯ Unstoppable (7) ❓ The Questioner

Conferences

ACL (9) EMNLP (5) NAACL (5) AAAI (3) EACL (3) ICLR (3) IJCNLP (3) COLING (1)

Top co-authors

Bing Xiang (20) Zhiguo Wang (19) Patrick Ng (18) Dejiao Zhang (11) Ramesh Nallapati (10) Feng Nan (10) Alexander Hanbo Li (10) Cicero Nogueira dos Santos (8) Sheng Zhang (6) Andrew O. Arnold (6)

Keywords

question answering (8) language model (4) table understanding (3) contrastive learning (3) abstractive summarization (3) domain adaptation (3) named entity recognition (3) factual consistency (3) instance discrimination (2) representation learning (2) dialogue system (2) semantic parsing (2) sentence representation (2) knowledge distillation (2) multimodal learning (2) unsupervised learning (2) data augmentation (2) natural language inference (2) continual learning (2) text generation (2)

Papers

What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects EACL 2026
You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL NAACL 2025
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries NAACL 2025
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks ACL 2024
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases ICLR 2023
Benchmarking Diverse-Modal Entity Linking with Generative Models ACL 2023
STREET: A MULTI-TASK STRUCTURED REASONING AND EXPLANATION BENCHMARK ICLR 2023
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing ACL 2023
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge ACL 2023
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness ICLR 2023
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora NAACL 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora ACL 2022
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner NAACL 2022
Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering AAAI 2022
Virtual Augmentation Supported Contrastive Learning of Sentence Representations ACL 2022
Improving Factual Consistency of Abstractive Summarization via Question Answering IJCNLP 2021
Improving Factual Consistency of Abstractive Summarization via Question Answering ACL 2021
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training AAAI 2021
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering EACL 2021
Entity-level Factual Consistency of Abstractive Text Summarization EACL 2021
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction ACL 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering ACL 2021
Pairwise Supervised Contrastive Learning of Sentence Representations EMNLP 2021
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction IJCNLP 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering IJCNLP 2021
Supporting Clustering with Contrastive Learning NAACL 2021
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems EMNLP 2020
Enhancing Clinical BERT Embedding using a Biomedical Knowledge Base COLING 2020
Who Did They Respond to? Conversation Structure Modeling Using Masked Hierarchical Transformer AAAI 2020
Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling EMNLP 2020
An Ensemble Approach for Automatic Structuring of Radiology Reports EMNLP 2020
Neural Token Representations and Negation and Speculation Scope Detection in Biomedical and General Domain Text EMNLP 2019