Author

Sania Aftar

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Preprint Jul 2026

ABISS: Evaluating Text-to-SQL Systems Through Agent Interaction

A unified taxonomy of 8 categories covering ambiguous and unanswerable questions is addressed, a multi-agent generation pipeline with a two-stage process (NLQ generation followed by SQL grounding) and an explicit Category Conformance validation stage are addressed.

Giovanni Sullutrone, Luca Sala, Sania Aftar et al. · 0 citations