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August 26, 2026cs.CLcs.AI

Beam Search, Self-Consistency, and the Limits of Inference-Time Scaling for Grammar-Constrained Text-to-SQL in Small Language Models

Ty Chermsirivatana, John MacCormick
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cs.CL, cs.AI

Beam Search, Self-Consistency, and the Limits of Inference-Time Scaling for Grammar-Constrained Text-to-SQL in Small Language Models - AI Research | One9Founders | One9Founders