@article{enhancinglargelanguagemodelreasoningwith,
  title = {Enhancing Large Language Model Reasoning with Reward Models: An Analytical Survey},
  author = {Qiyuan Liu and Hao Xu and Xuhong Chen and Wei Chen and Yee Whye Teh and Ning Miao},
  year = {2025},
  eprint = {2510.01925},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.01925},
}