Yiqun Hu
5 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Silver
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Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Applications
(3)
Core AI
(3)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
transfer learning
(1)
data augmentation
(1)
entity linking
(1)
conversational ai
(1)
question answering
(1)
semantic parsing
(1)
sample complexity
(1)
natural language understanding
(1)
knowledge base
(1)
sql generation
(1)
instruction tuning
(1)
choice prediction
(1)
multinomial logit
(1)
mixture model
(1)
foundation model
(1)
data synthesis
(1)
intermediate representation
(1)
frank-wolfe algorithm
(1)
dialogue system
(1)
logical form
(1)
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
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases
ICLR 2023
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing
ACL 2023
Learning Mixed Multinomial Logits with Provable Guarantees
NeurIPS 2022