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Deep sequence models tend to memorize geometrically; it is unclear why
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Deep Self-Evolving Reasoning
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Dataset Growth
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DataSage: Multi-agent Collaboration for Insight Discovery with External Knowledge Retrieval, Multi-role Debating, and Multi-path Reasoning
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Data-Efficient RLVR via Off-Policy Influence Guidance