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News/Beyond the Answer Key: Robustness Evaluation of Large Language Models for Step-Level Mathematical Verification
arxiv
PublishedSeptember 1, 2026 at 4:00 AM
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Beyond the Answer Key: Robustness Evaluation of Large Language Models for Step-Level Mathematical Verification

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arXiv:2608.28725v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used as graders, verifiers, and process auditors, but most mathematical evaluations still emphasize final-answer accuracy. This can obscure whether a model can verify a non-canonical but valid solution trac

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