Shuaichen Chang
10 papers · 2019–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (6) π Conference Polyglot (7) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (33)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Renaissance Researcher
(5)
π§¬
Topic Evolution
π
Century Club
(10)
β
The Questioner
π
Conference Pioneer
Conferences
AAAI (2)
NAACL (2)
ACL (1)
EACL (1)
EMNLP (1)
ICLR (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
semantic parsing
(2)
error analysis
(2)
retrieval-augmented generation
(2)
domain adaptation
(1)
conversational ai
(1)
model evaluation
(1)
in-context learning
(1)
foundation model
(1)
information retrieval
(1)
dependency parsing
(1)
natural language understanding
(1)
sql generation
(1)
instruction tuning
(1)
sequence learning
(1)
language model
(1)
generalization ability
(1)
cross-domain learning
(1)
model generalization
(1)
evaluation metric
(1)
sequence labeling
(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
NIPS 2024
Selective Demonstrations for Cross-domain Text-to-SQL
EMNLP 2023
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness
ICLR 2023
ExplainaBoard: An Explainable Leaderboard for NLP
IJCNLP 2021
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