GPT detectors are biased against non-native English writers

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 mo...

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Detalles Bibliográficos
Autores principales: Liang, Weixin, Yuksekgonul, Mert, Mao, Yining, Wu, Eric, Zou, James
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Opinion
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10382961/
https://www.ncbi.nlm.nih.gov/pubmed/37521038
http://dx.doi.org/10.1016/j.patter.2023.100779
Descripción
Sumario: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.

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