Beyond Correctness: Resolving Underspecification in Agentic Text-to-SQL

arXiv:2610.02739 · cs.CL · Submitted 2026-10-02 · Read on arXiv

cs.CL

Submitted: 2026-10-02

Updated: 2026-10-02

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

Terminology

• Text-to-SQL — 1× in this paper · explained in 3 episodes

Sources

• Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
• CHESS: Contextual Harnessing for Efficient SQL Synthesis
• ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models

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