A three-stage small-model assistant corrects text-to-SQL output by converting SQL into pandas-like action trajectories and refining schema and logic before the LLM rewrites the query.
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SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL
A three-stage small-model assistant corrects text-to-SQL output by converting SQL into pandas-like action trajectories and refining schema and logic before the LLM rewrites the query.