From Retrieval to Reconstruction: Constructing Evolvable Cognitive Memory for Long-Term Dialogue

Zirui Liao, Zhengxian Wu, Zhuohong Chen +4

Large Language Models (LLMs) serving as long-term dialogue agents require memory systems that support reliable reasoning over extended interactions. However, existing Retrieval-Aug…