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AI Examines Rape Reports: Unveiling Implicit Bias
Manage episode 380617076 series 3502482
In this interview, Rachel Lovell and Jiaxin Du discuss their groundbreaking AI project analyzing bias in police reports of sexual assault cases. Criminology professor Rachel and data scientist Jiaxin Du share how they leveraged natural language processing and statistical machine learning methods to uncover troubling patterns in thousands of police reports. Their findings uncovered implicit bias against certain victims based on race, age, and other factors. This project demonstrates the power of AI to identify systemic bias and has major implications for improving policing practices and achieving justice for victims.
DONATIONS
https://clevelandrapecrisis.org/support/donate-now/
https://give.rainn.org/a/donate
THE PROJECT
https://www.sciencedirect.com/science/article/abs/pii/S0047235223000788
https://www.sciencedirect.com/science/article/abs/pii/S0047235223000776
https://sites.google.com/view/nlp-for-rape-reports/lexicon
RACHEL LOVELL
https://expertise.csuohio.edu/csufacultyprofile/detail.cfm?FacultyID=r_e_lovell
JIAXIN DU
https://www.linkedin.com/in/jiaxin-du-a3861134/
FRY-AI.COM
https://www.fry-ai.com/subscribe
https://twitter.com/lazukars
https://twitter.com/thefryai
32 episódios
Manage episode 380617076 series 3502482
In this interview, Rachel Lovell and Jiaxin Du discuss their groundbreaking AI project analyzing bias in police reports of sexual assault cases. Criminology professor Rachel and data scientist Jiaxin Du share how they leveraged natural language processing and statistical machine learning methods to uncover troubling patterns in thousands of police reports. Their findings uncovered implicit bias against certain victims based on race, age, and other factors. This project demonstrates the power of AI to identify systemic bias and has major implications for improving policing practices and achieving justice for victims.
DONATIONS
https://clevelandrapecrisis.org/support/donate-now/
https://give.rainn.org/a/donate
THE PROJECT
https://www.sciencedirect.com/science/article/abs/pii/S0047235223000788
https://www.sciencedirect.com/science/article/abs/pii/S0047235223000776
https://sites.google.com/view/nlp-for-rape-reports/lexicon
RACHEL LOVELL
https://expertise.csuohio.edu/csufacultyprofile/detail.cfm?FacultyID=r_e_lovell
JIAXIN DU
https://www.linkedin.com/in/jiaxin-du-a3861134/
FRY-AI.COM
https://www.fry-ai.com/subscribe
https://twitter.com/lazukars
https://twitter.com/thefryai
32 episódios
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