PremiseSQL: Evaluating Premise Critique and Abstention in Text-to-SQL Systems

arXiv:2610.22158 · cs.CL · Submitted 2026-10-15 · Read on arXiv

cs.CL

Submitted: 2026-10-15

Updated: 2026-10-15

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Abstention — 2× in this paper · explained in 1 episode
• Text-to-SQL — 2× in this paper · explained in 3 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Evaluation Framework — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 8 episodes

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