Weixin Liang, Mert Yuksekgonul, Yining Mao, Eric Wu, James Zou
2023.4.6Patterns
tlooto Summary
GPT detectors frequently misclassify non-native English writing as AI generated, raising concerns about fairness and robustness, and addressing the biases in these detectors is crucial to prevent the marginalization of non- natives in evaluative and educational settings.
Abstract
Summary GPT detectors frequently misclassify non-native English writing as AI generated, raising concerns about fairness and robustness. Addressing the biases in these detectors is crucial to prevent the marginalization of non-native English speakers in evaluative and educational settings and to create a more equitable digital landscape.
Citation format
LIANG, Weixin, et al. GPT detectors are biased against non-native english writers [preprint]. arXiv, 2023. arXiv:2304.02819.