Implicit Stereotypes in Pre-Trained Classifiers
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DOI: 10.1109/access.2021.3136898
Abstract: Pre-trained deep learning models underpin many public-facing applications, and their propensity to reproduce implicit racial and gender stereotypes is an increasing source of concern. The risk of large-scale, unfair outcomes resulting from their use thus… read more here.
Keywords: implicit stereotypes; stereotypes pre; trained classifiers; pre trained ... See more keywords
Stereotype Formation but No Dissociation: Contradicting Statistics Reduce Explicit and Implicit Stereotypes Engendered by Disproportional Crime Reporting
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DOI: 10.1177/1948550619862264
Abstract: This study investigated the formation of criminal stereotypes about novel groups. Over 2 days, 316 participants from Prolific Academic read either equal or unequal proportions of crime reports about fictitious groups, Laapians and Niffians. On… read more here.
Keywords: implicit stereotypes; crime reporting; stereotype formation; crime ... See more keywords
Unconscious stereotypes: An investigation into public attitudes toward disabled groups
Sign Up to like & getrecommendations! Published in 2025 at "BMC Psychology"
DOI: 10.1186/s40359-025-02850-6
Abstract: China has a large population of individuals with physical disabilities and mental disorders. The public’s implicit stereotypes of these groups are significant factors influencing their daily lives, social integration, and mental health. The intergroup contact… read more here.
Keywords: implicit stereotypes; theory intergroup; disabled groups; negative implicit ... See more keywords