Are These Modules Worth Their Cost? A Paradigm-Level Accuracy-Cost Analysis of In-context Learning Text-to-SQL

arXiv:2608.28432 · cs.CL, cs.AI, cs.DB · Submitted 2026-08-28 · Read on arXiv

cs.CL, cs.AI, cs.DB

Submitted: 2026-08-28

Updated: 2026-08-28

Terminology

• Accuracy — 1× in this paper · explained in 1 episode
• In-Context Learning — 1× in this paper · explained in 4 episodes
• Text-to-SQL — 1× in this paper · explained in 3 episodes

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