Qu, Ge

1. Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
   2023/05/04 by Jinyang Li, Binyuan Hui, Li, Jinyang +31 · 147 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
2. Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation
   2024/05/24 by Qu, Ge, Li, Jinyang, Li, Bowen +4 · 11 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents
   2024/03/08 by Jinyang Li, Nan Huo, Li, Jinyang +17 · 4 citations
   Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Semantic Web and Ontologies
4. SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications
   2025/06/23 by Li, Jinyang, Li, Xiaolong, Qu, Ge +17 · 6 citations
   #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences
5. SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL
   2025/05/31 by Qu, Ge, Li, Jinyang, Qin, Bowen +4 · 4 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences