1 citations · 2 across the 6 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
cs.CL2026
Beyond Correctness: Resolving Underspecification in Agentic Text-to-SQL
Wen-Zhi Li, Yue Gong, Konstantinos Kanellis +1
Agentic Text-to-SQL systems can interact with users to clarify underspecified queries before generating SQL. However, a correct execution result does not necessarily imply that the…
cs.AI2026
AgentSM: Semantic Memory for Agentic Text-to-SQL
Asim Biswal, Chuan Lei, Xiao Qin +3
Recent advances in LLM-based Text-to-SQL have achieved remarkable gains on public benchmarks such as BIRD and Spider. Yet, these systems struggle to scale in realistic enterprise s…