作者位次 #4/7ACL 2026Findings· Findings of ACL
M em ORAI : Memory Organization and Retrieval via Adaptive Graph Intelligence for LLM Conversational Agents
Hung Pham Van · Nguyen Manh Hieu · Khang Pham Tran Tuan · Nam Le Hai · Linh Ngo Van · Nguyen Thi Ngoc Diep · Trung Le
摘要
Large Language Models (LLMs) lack persistent memory for long-term personalized conversations. Existing graph-based memory systems suffer from information dilution, absent provenance tracking, and uniform retrieval that ignores query context. We introduce MemORAI (Memory Organization and Retrieval...