@article{conciseconfidenceguidedcompressioninstep,
  title = {ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning},
  author = {Ziqing Qiao and Yongheng Deng and Jiali Zeng and Dong Wang and Lai Wei and Fandong Meng and Jie zhou and Ju Ren and Yaoxue Zhang},
  year = {2025},
  eprint = {2505.04881},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.04881v1},
}