AI Examines Rape Reports: Unveiling Implicit Bias

Behind The Bots

内容由Ryan Lazuka and Hunter Kallay提供。所有播客内容（包括剧集、图形和播客描述）均由 Ryan Lazuka and Hunter Kallay 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品，您可以按照此处概述的流程进行操作https://zh.player.fm/legal。

1+ y ago 57:13

MP3•单集首页

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

33集单集