@article{stopoverthinkingasurveyonefficient,
  title = {Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models},
  author = {Yang Sui and Yu-Neng Chuang and Guanchu Wang and Jiamu Zhang and Tianyi Zhang and Jiayi Yuan and Hongyi Liu and Andrew Wen and Shaochen Zhong and Hanjie Chen and Xia Hu},
  year = {2025},
  eprint = {2503.16419},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2503.16419v2},
}