@misc{liu2026talonconfidenceawarespeculativedecoding,
      title={TALON: Confidence-Aware Speculative Decoding with Adaptive Token Trees}, 
      author={Tianyu Liu and Qitan Lv and Yuhao Shen and Xiao Sun and Xiaoyan Sun},
      year={2026},
      eprint={2601.07353},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2601.07353}, 
}