@article{shorterthoughtssameanswersdifficultyscal,
  title = {Shorter Thoughts, Same Answers: Difficulty-Scaled Segment-Wise RL for CoT Compression},
  author = {Ye Tian and Aijun Liu},
  year = {2026},
  eprint = {2603.07598},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.07598},
}