ModularSQL: A Runtime Guardrail for the Multiplicity Blind Spot in Text-to-SQL

arXiv:2609.29573 · cs.CL · Submitted 2026-08-26 · Read on arXiv

cs.CL

Submitted: 2026-08-26

Updated: 2026-08-26

Code: https://github.com/Ruixi1313/ModularSQL

Terminology

• Text-to-SQL — 21× in this paper · explained in 3 episodes
• Benchmark — 14× in this paper · explained in 2 episodes
• Accuracy — 9× in this paper · explained in 1 episode
• Multiplicity Blind Spot — 6× in this paper
• Post-Selection — 6× in this paper · explained in 2 episodes
• Aggregation — 3× in this paper · explained in 1 episode
• Ablation — 2× in this paper · explained in 1 episode
• Calibration — 2× in this paper · explained in 7 episodes
• Failure Modes — 2× in this paper · explained in 3 episodes
• LLM-as-a-Judge — 2× in this paper · explained in 3 episodes
• Benchmarking — 1× in this paper · explained in 3 episodes
• Grounding — 1× in this paper · explained in 3 episodes
• In-Context Learning — 1× in this paper · explained in 4 episodes

Sources

• Gemma 3 Technical Report
• Qwen2.5-Coder Technical Report
• Qwen3 Technical Report

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