Dbias: detecting biases and ensuring fairness in news articles

Because of the increasing use of data-centric systems and algorithms in machine learning, the topic of fairness is receiving a lot of attention in the academic and broader literature. This paper introduces Dbias (https://pypi.org/project/Dbias/), an open-source Python package for ensuring fairness i...

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Detalles Bibliográficos
Autores principales: Raza, Shaina, Reji, Deepak John, Ding, Chen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Regular Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9434100/
https://www.ncbi.nlm.nih.gov/pubmed/36065448
http://dx.doi.org/10.1007/s41060-022-00359-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9434100/
https://www.ncbi.nlm.nih.gov/pubmed/36065448
http://dx.doi.org/10.1007/s41060-022-00359-4

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