Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection

Jiaqi Chen, Xiaoye Zhu, Tianyang Liu, Ying Chen, Xinhui Chen, Yiwen Yuan, Chak Tou Leong, Zuchao Li, Tang Long, Lei Zhang, Chenyu Yan, Guanghao Mei, Jie Zhang, Lefei Zhang

AAAI 2025 pp. 23559-23567

doi:10.1609/AAAI.V39I22.34525 /aaai/2025/chen2025aaai-imitate/

AAAI Semantic Scholar

Cite

Text

Chen et al. "Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection." AAAI Conference on Artificial Intelligence, 2025. doi:10.1609/AAAI.V39I22.34525

Markdown

[Chen et al. "Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection." AAAI Conference on Artificial Intelligence, 2025.](https://mlanthology.org/aaai/2025/chen2025aaai-imitate/) doi:10.1609/AAAI.V39I22.34525

BibTeX

@inproceedings{chen2025aaai-imitate,
  title     = {{Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection}},
  author    = {Chen, Jiaqi and Zhu, Xiaoye and Liu, Tianyang and Chen, Ying and Chen, Xinhui and Yuan, Yiwen and Leong, Chak Tou and Li, Zuchao and Long, Tang and Zhang, Lei and Yan, Chenyu and Mei, Guanghao and Zhang, Jie and Zhang, Lefei},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2025},
  pages     = {23559-23567},
  doi       = {10.1609/AAAI.V39I22.34525},
  url       = {https://mlanthology.org/aaai/2025/chen2025aaai-imitate/}
}