@article{ambigraphevalcanllmseffectivelyhandleamb, title = {AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries?}, author = {Yuchen Tian and Kaixin Li and Hao Chen and Ziyang Luo and Hongzhan Lin and Sebastian Schelter and Lun Du and Jing Ma}, year = {2025}, eprint = {2508.09631}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.09631}, }