@article{thinkjustenoughsequencelevelentropyasaco, title = {Think Just Enough: Sequence-Level Entropy as a Confidence Signal for LLM Reasoning}, author = {Aman Sharma and Paras Chopra}, year = {2025}, eprint = {2510.08146}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.08146}, }