Papilusion at DAGPap24: Paper or Illusion? Detecting AI-generated Scientific Papers
<|reference_start|>Papilusion at DAGPap24: Paper or Illusion? Detecting AI-generated Scientific Papers: This paper presents Papilusion, an AI-generated scientific text detector developed within the DAGPap24 shared task on detecting automatically generated scientific papers. We propose an ensemble-based approach and conduct ablation studies to analyze the effect of the detector configurations on the performance. Papilusion is ranked 6th on the leaderboard, and we improve our performance after the competition ended, achieving 99.46 (+9.63) of the F1-score on the official test set.<|reference_end|>
@article{andreev2024papilusion,
    title={Papilusion at DAGPap24: Paper or Illusion? Detecting AI-generated
  Scientific Papers},
    author={Nikita Andreev, Alexander Shirnin, Vladislav Mikhailov, Ekaterina
  Artemova},
    journal={arXiv preprint arXiv:2407.17629},
    year={2024},
    archivePrefix={arXiv},
    eprint={2407.17629},
    primaryClass={cs.CL}
}