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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...
Autores principales: | Balagopalan, Aparna, Madras, David, Yang, David H., Hadfield-Menell, Dylan, Hadfield, Gillian K., Ghassemi, Marzyeh |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for the Advancement of Science
2023
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Materias: | |
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 |
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