Henghui Zhu
29 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(24)
Artificial Intelligence
(19)
Machine Learning
(19)
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(16)
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Learning Types Β· Machine Learning
(11)
Deep Learning
(10)
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Generation
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Keywords
question answering
(8)
language model
(4)
named entity recognition
(3)
contrastive learning
(3)
multimodal learning
(3)
domain adaptation
(3)
table understanding
(2)
knowledge base
(2)
sentence representation
(2)
text generation
(2)
semantic parsing
(2)
unsupervised learning
(2)
pre-trained language model
(2)
knowledge distillation
(2)
natural language inference
(2)
continual learning
(2)
data augmentation
(2)
entity linking
(2)
representation learning
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instance discrimination
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Papers
What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects
EACL 2026
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries
NAACL 2025
You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL
NAACL 2025
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks
ACL 2024
Benchmarking Diverse-Modal Entity Linking with Generative Models
ACL 2023
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases
ICLR 2023
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness
ICLR 2023
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge
ACL 2023
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing
ACL 2023
STREET: A MULTI-TASK STRUCTURED REASONING AND EXPLANATION BENCHMARK
ICLR 2023
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner
NAACL 2022
Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering
AAAI 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
ACL 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
NAACL 2022
Virtual Augmentation Supported Contrastive Learning of Sentence Representations
ACL 2022
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
Entity-level Factual Consistency of Abstractive Text Summarization
EACL 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
Pairwise Supervised Contrastive Learning of Sentence Representations
EMNLP 2021
Supporting Clustering with Contrastive Learning
NAACL 2021
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering
EACL 2021
An Ensemble Approach for Automatic Structuring of Radiology Reports
EMNLP 2020
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
Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling
EMNLP 2020
Who Did They Respond to? Conversation Structure Modeling Using Masked Hierarchical Transformer
AAAI 2020
Neural Token Representations and Negation and Speculation Scope Detection in Biomedical and General Domain Text
EMNLP 2019