@article{howdolargelanguagemodelsunderstandgraph, title = {How Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension}, author = {Xinnan Dai and Haohao Qu and Yifen Shen and Bohang Zhang and Qihao Wen and Wenqi Fan and Dongsheng Li and Jiliang Tang and Caihua Shan}, year = {2024}, eprint = {2410.05298}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2410.05298v2}, }