@article{offtheshelfllmsasprocessscorerstrainingf,
  title = {Off-the-Shelf LLMs as Process Scorers: Training-Free Alternative to PRMs for Mathematical Reasoning},
  author = {Atoosa Chegini and Soheil Feizi},
  year = {2026},
  eprint = {2606.01682},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.01682},
}