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arXiv — cs.AI preprintsInternational2 October 2026

What Makes Something Hard(er)? Explaining Question Difficulty in Natural Language

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arXiv:2610.01627v1 Announce Type: cross Abstract: Difficulty is one of the most fundamental properties of a question: it determines whether the question can meaningfully discriminate between models of differing ability. Although a variety of methods can now estimate or predict difficulty automatically, they yield only a single descriptive number, with no account of the underlying factors that make a question difficult in the first place. In this work, we propose a data-driven approach that automatically generates and validates natural-language hypotheses explaining what makes one question hard
— arXiv — cs.AI preprints

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