一作ACL 2026Poster· Natural Language Processing
Autonomous Knowledge Graph Exploration with Adaptive Breadth-Depth Retrieval
Joaquin Polonuer · Lucas Vittor · Iñaki Arango · Ayush Noori · David A. Clifton · Luciano Del Corro · Marinka Zitnik
摘要
Retrieving evidence for language model queries from knowledge graphs requires balancing broad search across the graph with multi-hop traversal to follow relational links. Similarity-based retrievers provide coverage but remain shallow, whereas traversal-based methods rely on selecting seed nodes...