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Discusses solutions to the 1+N query problem, a common performance issue in database interactions, often related to ORM usage.
The paper proposes TraceSQL, a lightweight and traceable verification model for text-to-SQL systems that uses explicit diagnostic features to estimate answerability without reference queries, achieving improved performance over existing baselines on the BIRD benchmark.