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News/MemReread: Enhancing Agentic Long-Context Reasoning via Memory-Guided Rereading
arxiv
PublishedOctober 13, 2026 at 4:00 AM

MemReread: Enhancing Agentic Long-Context Reasoning via Memory-Guided Rereading

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arXiv:2605.10268v2 Announce Type: replace-cross Abstract: Long-context reasoning tasks have motivated agent-memory approaches that process document chunks sequentially while maintaining a dynamically updated memory, avoiding the quadratic complexity of standard attention. Existing methods often rely

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