LIMIT: Less Is More for Instruction Tuning in Text-to-SQL

Haoyuan Ma, Hengwei Liu, Linjuan Wu +2

Large language models have achieved remarkable progress on Text-to-SQL through reasoning-enhanced fine-tuning, yet existing approaches predominantly rely on massive instruction cor…