Shuaichen Chang
9 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (33) π Conference Polyglot Β· Silver
π§¬
Topic Evolution
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The Questioner
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Natural Language Processing
(6)
Core AI
(6)
Applications
(5)
Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Core Methods
(2)
Generation
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Understanding
(2)
Interdisciplinary
(1)
Application Areas
(1)
Keywords
semantic parsing
(2)
retrieval-augmented generation
(2)
domain adaptation
(1)
in-context learning
(1)
conversational ai
(1)
model evaluation
(1)
foundation model
(1)
language model
(1)
information retrieval
(1)
dependency parsing
(1)
natural language understanding
(1)
sql generation
(1)
instruction tuning
(1)
sequence learning
(1)
generalization ability
(1)
cross-domain learning
(1)
sequence labeling
(1)
model generalization
(1)
evaluation metric
(1)
transfer learning
(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
You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL
NAACL 2025
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation
NeurIPS 2024
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness
ICLR 2023
Selective Demonstrations for Cross-domain Text-to-SQL
EMNLP 2023
ExplainaBoard: An Explainable Leaderboard for NLP
ACL 2021
Zero-Shot Text-to-SQL Learning with Auxiliary Task
AAAI 2020
Contextualized Non-Local Neural Networks for Sequence Learning
AAAI 2019