@article{trainingfreeinferencetimeselfreflectiona, title = {Training-Free Inference-Time Self-Reflection and Cost-Bounded Early Stopping for Large Language Models}, author = {Wei Yu and Suxing Liu and Minjie Yu and Jiahao Wang and Zhijian Zheng and Haocheng Deng and Bing Li}, year = {2026}, eprint = {2608.18884}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.18884}, }