作者位次 #2/7ACL 2026Findings· Findings of ACL
R ec M em: Recurrence-based Memory Consolidation for Efficient and Effective Long-Running LLM Agents
Zijie Dai · Shiyuan Deng · Sheng Guan · Yizhou Tian · Xin Yao · Xiao Yan · James Cheng
摘要
Memory systems often organize user-agent interactions as retrievable external memory and are crucial for long-running agents by overcoming the limited context windows of LLMs. However, existing memory systems invoke LLMs to process every incoming interaction for memory extraction, and such an eag...