2025
Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?
ICLR 2025poster
Existing benchmarks like NLGraph and GraphQA evaluate LLMs on graphs by focusing mainly on pairwise relationships, overlooking the high-order correlations found in real-world data. Hypergraphs, which can model complex beyond-pairwise relationships, offer a more robust framework but are still underex…