@article{evolutionwithoutlargemodelstraining,
  title = {Evolution without Large Models: Training Language Model with Task Principles},
  author = {Minghang Zhu and Shen Gao and Zhengliang Shi and Jiabao Fang and Pengjie Ren and Zhaochun Ren and Zhumin Chen and Shuo Shang},
  year = {2025},
  eprint = {2507.05991},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.05991v1},
}