Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning

Zhu et al. "Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning." AAAI Conference on Artificial Intelligence, 2025. doi:10.1609/AAAI.V39I24.34812

[Zhu et al. "Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning." AAAI Conference on Artificial Intelligence, 2025.](https://mlanthology.org/aaai/2025/zhu2025aaai-utilize/) doi:10.1609/AAAI.V39I24.34812

@inproceedings{zhu2025aaai-utilize,
  title     = {{Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning}},
  author    = {Zhu, Runchuan and Ma, Zhipeng and Wu, Jiang and Gao, Junyuan and Wang, Jiaqi and Lin, Dahua and He, Conghui},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2025},
  pages     = {26157-26165},
  doi       = {10.1609/AAAI.V39I24.34812},
  url       = {https://mlanthology.org/aaai/2025/zhu2025aaai-utilize/}
}