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.