A Practical Examination of AI-Generated Text Detectors for Large Language Models

A practical evaluation of 6 machine generated text detectors across a new dataset of 10k+ texts including 7 tasks, 4 languages, and 4 large language models.

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@article{tufts2025practicalexaminationaigeneratedtext,
      title={A Practical Examination of AI-Generated Text Detectors for Large Language Models}, 
      author={Brian Tufts and Xuandong Zhao and Lei Li},
      year={2025},
      journal={arXiv preprint:2412.05139}
      url={https://arxiv.org/abs/2412.05139}, 
}