@article{canconfidenceestimatesdecidewhenchainoft, title = {Can Confidence Estimates Decide When Chain-of-Thought Is Necessary for LLMs?}, author = {Samuel Lewis-Lim and Xingwei Tan and Zhixue Zhao and Nikolaos Aletras}, year = {2025}, eprint = {2510.21007}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.21007}, }