Judging facts, judging norms: Training machine learning models to judge humans requires a modified approach to labeling data

As governments and industry turn to increased use of automated decision systems, it becomes essential to consider how closely such systems can reproduce human judgment. We identify a core potential failure, finding that annotators label objects differently depending on whether they are being asked a...

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Detalles Bibliográficos
Autores principales: Balagopalan, Aparna, Madras, David, Yang, David H., Hadfield-Menell, Dylan, Hadfield, Gillian K., Ghassemi, Marzyeh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2023
Materias:
Social and Interdisciplinary Sciences
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10171805/
https://www.ncbi.nlm.nih.gov/pubmed/37163590
http://dx.doi.org/10.1126/sciadv.abq0701

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10171805/
https://www.ncbi.nlm.nih.gov/pubmed/37163590
http://dx.doi.org/10.1126/sciadv.abq0701

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