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MAG-BERT-ARL for Fair Automated Video Interview Assessment

Potential biases within automated video interview assessment algorithms may disadvantage specific demographics due to the collection of sensitive attributes, which are regulated by the General Data Protection Regulation (GDPR). To mitigate these fairness concerns, this research introduces MAG-BERT-A...

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Principais autores: Bimasena Putra, Kurniawati Azizah, Candy Olivia Mawalim, Ikhlasul Akmal Hanif, Sakriani Sakti, Chee Wee Leong, Shogo Okada
Formato: Artigo
Idioma:Inglês
Publicado: IEEE 2024-01-01
Series:IEEE Access
Assuntos:
Automatic video interview assessment
fairness
model interpretability
adversarial learning
Acceso en liña:https://ieeexplore.ieee.org/document/10704666/
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