@article{learningtorefinehiddenstatesforreliablel,
  title = {Learning to Refine Hidden States for Reliable LLM Reasoning},
  author = {Chia-Hsuan Hsu and Jui-Ming Yao},
  year = {2026},
  eprint = {2606.17524},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.17524},
}