When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection

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Authors: Lang Gao, Xuhui Li, Chenxi Wang, Mingzhe Li, Wei Liu, Zirui Song, Jinghui Zhang, Rui Yan, Preslav Nakov, Xiuying Chen
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Abstract

Lang Gao, Xuhui Li, Chenxi Wang, Mingzhe Li, Wei Liu, Zirui Song, Jinghui Zhang, Rui Yan, Preslav Nakov, Xiuying Chen. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Fields of Study & Subjects

Handwritten Text Recognition Techniques Natural Language Processing Techniques Topic Modeling

Publication details

Pages
43143–43171
Publication date
1 January 2026
Language
EN