@article{thepathofselfevolvinglargelanguagemodels,
  title = {The Path of Self-Evolving Large Language Models: Achieving Data-Efficient Learning via Intrinsic Feedback},
  author = {Hangfan Zhang and Siyuan Xu and Zhimeng Guo and Huaisheng Zhu and Shicheng Liu and Xinrun Wang and Qiaosheng Zhang and Yang Chen and Peng Ye and Lei Bai and Shuyue Hu},
  year = {2025},
  eprint = {2510.02752},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.02752},
}