Author

Jungin Hong

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Preprint Aug 2026

Diversity is Not Ambiguity: Toward Accurate and Efficient Ambiguity Detection for Open-Domain QA

This work proposes ARCHIVE (Ambiguity Recognition via Cascaded Hypothesis Inspection and Conflict Verification), an accurate and efficient framework that detects ambiguity via logical conflict, and presents QuireQA, a 4,703-query benchmark spanning factoid, non-factoid, and ill-formed queries.

Ji-won Lee, Yong-chan Park, Jungin Hong et al. · 0 citations