@article{steplevelverifierguidedhybridtesttimesca,
  title = {Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models},
  author = {Kaiyan Chang and Yonghao Shi and Chenglong Wang and Hang Zhou and Chi Hu and Xiaoqian Liu and Yingfeng Luo and Yuan Ge and Tong Xiao and Jingbo Zhu},
  year = {2025},
  eprint = {2507.15512},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.15512},
}