@article{concisereasoningbiggainspruninglong,
  title = {Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting},
  author = {Yifan Wu and Jingze Shi and Bingheng Wu and Jiayi Zhang and Xiaotian Lin and Nan Tang and Yuyu Luo},
  year = {2025},
  eprint = {2505.19716},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.19716v1},
}