作者位次 #3/6ACL 2026Findings· Findings of ACL
Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks
Yuxiang Zhang · Jiangming Shu · Ye Ma · Xueyuan Lin · Shangxi Wu · Jitao Sang
摘要
Long-context Large Language Models, despite their expanded capacity, require careful working memory management to mitigate attention dilution during long-horizon tasks. Yet existing approaches rely on external mechanisms that lack awareness of the agent’s reasoning state, leading to suboptimal de...