2 papers
cs.CL2025
Query and Conquer: Execution-Guided SQL Generation
Åukasz Borchmann, Marek Wydmuch
We propose a novel approach for generating complex outputs that significantly improves accuracy in text-to-SQL tasks. Our method leverages execution results to select the most sema…
cs.LG2024
Tackling prediction tasks in relational databases with LLMs
Marek Wydmuch, Åukasz Borchmann, Filip GraliÅski
Though large language models (LLMs) have demonstrated exceptional performance across numerous problems, their application to predictive tasks in relational databases remains largel…