作者位次 #9/12ACL 2026Findings· Findings of ACL
T i M em: Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents
Kai Li · Xuanqing Yu · Ziyi Ni · Yi Zeng · Yao Xu · Zheqing Zhang · Xin Li · Jitao Sang · Xiaogang Duan · Xuelei Wang · Chengbao Liu · Jie Tan
摘要
Long-horizon conversational agents have to manage ever-growing interaction histories that quickly exceed the finite context windows of large language models (LLMs). Existing memory frameworks provide limited support for temporally structured information across hierarchical levels, often leading t...