@article{samplesmartnothardcorrectnessfirstdecodi,
  title = {Sample Smart, Not Hard: Correctness-First Decoding for Better Reasoning in LLMs},
  author = {Xueyan Li and Guinan Su and Mrinmaya Sachan and Jonas Geiping},
  year = {2025},
  eprint = {2510.05987},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.05987},
}