Colorful Talks with Graphs: Human-Interpretable Graph Encodings for Large Language Models

Angelo Zangari, Peyman Baghershahi, Sourav Medya

Graph problems are fundamentally challenging for large language models (LLMs). While LLMs excel at processing unstructured text, graph tasks require reasoning over explicit structu…