Preprint Open access
CoEM: Empowering Long-Context Reasoning with Commit-on-Evidence Memory
Long-context reasoning is essential for complex and long-horizon tasks, yet the performance of large language models (LLMs) degrades as context length increases. Recent approaches address this by processing input chunk by chunk while maintaining a bounded textual memory in model context. However, premature information …