Chuanyi Liu

6 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (22) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

EMNLP (3) AAAI (1) ACL (1) NAACL (1)

Top co-authors

Peiyi Han (4) Shaoming Duan (3) Yuhao Zhang (2) Cuiyun Gao (2) Liang Yan (2) Zirui Wang (1) Shiyi Qi (1) Jichuan Zeng (1) Yang Xiang (1) Wenxin Mao (1)

Keywords

large language model (3) text-to-sql parsing (2) prompt engineering (1) text generation (1) semantic parsing (1) question generation (1) sql generation (1) synthetic datum (1) zeroth-order optimization (1) data synthesis (1) parallel computation (1) self-play fine-tuning (1) error-driven learning (1) question rewriting (1) execution-guided refinement (1) sentence pair modeling (1) query encoding (1) stochastic gradient approximation (1) database content (1) stochastic gradient (1)

Papers

SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning EMNLP 2025

TS-SQL: Test-driven Self-refinement for Text-to-SQL EMNLP 2025

DSQG-Syn: Synthesizing High-quality Data for Text-to-SQL Parsing by Domain Specific Question Generation NAACL 2025

ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization AAAI 2024

Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement ACL 2024

Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling EMNLP 2023