@article{trainingfreedropoutsamplingforsemanticto,
  title = {Training-free Dropout Sampling for Semantic Token Acceptance in Speculative Decoding},
  author = {Jeongtae Lee and Minjung Jo and Hyunjoon Jeong and Gunho Park and Sunghyeon Woo and Joonghoon Kim and Se Jung Kwon and Dongsoo Lee},
  year = {2026},
  eprint = {2603.03333},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.03333},
}