@article{largelanguagemodelsarebaddiceplayersllms, title = {Large Language Models Are Bad Dice Players: LLMs Struggle to Generate Random Numbers from Statistical Distributions}, author = {Minda Zhao and Yilun Du and Mengyu Wang}, year = {2026}, eprint = {2601.05414}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.05414}, }