most citedCheaper, Better, Faster, Stronger: Robust Text-to-SQL without Chain-of-Thought or Fine-Tuning

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cs.AI2026

Are LLMs Overkill for Databases?: A Study on the Finiteness of SQL

Yue Li, David Mimno, Unso Eun Seo Jo

Translating natural language to SQL for data retrieval has become more accessible thanks to code generation LLMs. But how hard is it to generate SQL code? While databases can becom…