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Who Is The Richest Club In The Championship? Detecting And Rewriting Underspecified Questions Improve QA Performance

Abstract

Large language models (LLMs) perform well on well-posed questions, yet standard question-answering (QA) benchmarks remain far from solved. We argue that this gap is partly due to underspecified questions - queries whose interpretation cannot be uniquely determined without additional context. To test this hypothesis, we introduce an LLM-based classifier to identify underspecified questions and appl

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