@article{aprobabilisticinferencescalingtheoryforl, title = {A Probabilistic Inference Scaling Theory for LLM Self-Correction}, author = {Zhe Yang and Yichang Zhang and Yudong Wang and Ziyao Xu and Junyang Lin and Zhifang Sui}, year = {2025}, eprint = {2508.16456}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.16456}, }