Actions Speak Louder than Prompts: A Large-Scale Study of LLMs for Graph Inference

TL;DR

A comprehensive study of LLMs for node classification, providing a principled understanding of their capabilities in processing graph information that practitioners can apply in real-world tasks…

Opening excerpt from the authors’ abstract. source