@article{Lin2026Scaffolded,
  title={Scaffolded Language Models with Language Supervision for Mixed-Autonomy: A Survey},
  author={Lin, Matthieu and Sheng, Jenny and Zhao, Andrew and Wang, Shenzhi and Yue, Yang and Huang, Victor Shea Jay and Liu, Huan and Liu, Jun and Huang, Gao and Liu, Yong-Jin},
  journal={SCIENCE CHINA Information Sciences},
  year={2026},
  note={Accepted}
}