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News/Long-Context Reasoning Through Proxy-Based Chain-of-Thought Tuning
arxiv
PublishedMay 25, 2026 at 4:00 AM

Long-Context Reasoning Through Proxy-Based Chain-of-Thought Tuning

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arXiv:2605.20201v2 Announce Type: replace-cross Abstract: Recent large language models support inputs of up to 10 million tokens, yet they perform poorly on long-context tasks that require complex reasoning. Such tasks can be solved using only a subset of the input -- a proxy context -- rather than

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