2025
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation
NAACL 2025long
Text-to-SQL generation enables non-experts to interact with databases via natural language. Recent advances rely on large closed-source models like GPT-4 that present challenges in accessibility, privacy, and latency. To address these issues, we focus on developing small, efficient, and open-source…