作者位次 #3/7ACL 2026Findings· Findings of ACL
Breaking the Static Graph: Context-Aware Traversal for Graph-Based RAG
Kwun Hang Lau · Fangyuan Zhang · Boyu Ruan · Yingli Zhou · Qintian Guo · Ruiyuan Zhang · Xiaofang Zhou
摘要
Recent advances in Retrieval-Augmented Generation (RAG) have shifted from simple vector similarity to structure-aware approaches like HippoRAG, which leverage Knowledge Graphs (KGs) and Personalized PageRank (PPR) to capture multi-hop dependencies. However, these methods suffer from a “Static Gra...