Search-on-Graph: Iterative Informed Navigation for Large Language Model Reasoning on Knowledge Graphs 事件

Search-on-Graph: Iterative Informed Navigation for Large Language Model Reasoning on Knowledge Graphs arXiv:2510.08825v2 Announce Type: replace Abstract: Large language models (LLMs) augmented with knowledge graphs (KGs) offer a promising approach for knowledge-intensive reasoning. Central to this approach is the selection of appropriate reasoning paths in the KG. Yet, existing methods face a common limitation: reasoning path selection is often performed by separate modules using criteria that