Adversarial Intent Resolution resolves ambiguity in text-to-SQL by using a multi-agent framework that probes competing interpretations without task-specific training
Read the original at arxiv.org→arXiv:2610.24248v1 Announce Type: new Abstract: Text-to-SQL systems typically assume a one-to-one mapping between natural-language queries and correct SQL translations. In practice, however, many queries are...
Original headline: "Probing Ambiguity: Adversarial Intent Resolution for Robust Text-to-SQL"
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- Oct 20, 04:00 UTC arXiv cs.AI lead source Probing Ambiguity: Adversarial Intent Resolution for Robust Text-to-SQL