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News/What Should We Remove? Evaluating the Reliability and Costs of RLVR Data Decontamination
arxiv
PublishedOctober 16, 2026 at 4:00 AM

What Should We Remove? Evaluating the Reliability and Costs of RLVR Data Decontamination

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arXiv:2610.21229v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) math corpora are routinely screened for benchmark overlap, but the reliability and data-loss costs of cleaning policies remain underexamined. We audit sixteen open RLVR math corpora comprising 1,673

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