作者位次 #3/4ACL 2026Poster· Natural Language Processing
MAGMA : A Multi-Graph based Agentic Memory Architecture for AI Agents
Dongming Jiang · Yi Li · Guanpeng Li · Bingzhe Li
摘要
Memory-Augmented Generation (MAG) extends large language models with external memory to support long-context reasoning, but existing approaches largely rely on semantic similarity over monolithic memory stores, entangling temporal, causal, and entity information. This design limits interpretabili...