Learning When to Reason for Text-to-SQL via SFT and DPO

Soohyuk Jang, Jiheum Yeom, Nohil Park +4

Recent Text-to-SQL methods rely heavily on reasoning-centric paradigms such as Chain-of-Thought (CoT), achieving substantial gains on complex benchmarks at the cost of high inferen…