Implicit Stereotypes in Pre-Trained Classifiers
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
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
Sign Up to like & getrecommendations! Published in 2019 at "Social Psychological and Personality Science"
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