@article{tamingthethinkerconditionalentropyshapin,
  title = {Taming the Thinker: Conditional Entropy Shaping for Adaptive LLM Reasoning},
  author = {Shuyu Wei and Jian Sun and Delai Qiu and Yining Wang and Shengping Liu and Jiaen Liang and Ying Fu and Wei Huang and Jitao Sang},
  year = {2026},
  eprint = {2605.19358},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.19358},
}