@article{detoxificationforllmfromdatasetitself,
  title = {Detoxification for LLM: From Dataset Itself},
  author = {Wei Shao and Yihang Wang and Gaoyu Zhu and Ziqiang Cheng and Lei Yu and Jiafeng Guo and Xueqi Cheng},
  year = {2026},
  eprint = {2604.19124},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.19124},
}