LLM-Based SQL Generation: Prompting, Self-Refinement, and Adaptive Weighted Majority Voting

Yu-Jie Yang, Hung-Fu Chang, Po-An Chen

Text-to-SQL has emerged as a prominent research area, particularly with the rapid advancement of large language models (LLMs). By enabling users to query databases through natural…