Large Language Models remain brittle to real-world shifts in node identifiers and task formulation in graph tasks

Despite their potential in standardized graph tasks, Large Language Models (LLMs) remain brittle to real-world shifts in node identifiers and task formulation.

http://arxiv.org/abs/2608.27142v1