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AI Examines Rape Reports: Unveiling Implicit Bias
Manage episode 380617076 series 3502482
Content provided by Ryan Lazuka and Hunter Kallay. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Ryan Lazuka and Hunter Kallay or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
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 episodes
Share
Manage episode 380617076 series 3502482
Content provided by Ryan Lazuka and Hunter Kallay. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Ryan Lazuka and Hunter Kallay or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
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.
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https://clevelandrapecrisis.org/support/donate-now/
https://give.rainn.org/a/donate
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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/
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https://www.fry-ai.com/subscribe
https://twitter.com/lazukars
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33 episodes
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Similar to Behind The Bots
On The Bike Shed, hosts Joël Quenneville and Stephanie Minn discuss development experiences and challenges at thoughtbot with Ruby, Rails, JavaScript, and whatever else is drawing their attention, admiration, or ire this week.
…
continue reading
Discover a whole new take on Artificial Intelligence with Squirro's educational podcast! Join host Lauren Hawker Zafer, a top voice in Artificial Intelligence on LinkedIn, for insightful chats that unravel the fascinating world of tech innovation, use case exploration and AI knowledge. Dive into candid discussions with accomplished industry experts and established academics. With each episode, you'll expand your grasp of cutting-edge technologies and their incredible impact on society, and y ...
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continue reading
Show notes are at https://stevelitchfield.com/sshow/chat.html
…
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1
Defensive Security Podcast - Malware, Hacking, Cyber Security & Infosec
Jerry Bell and Andrew Kalat
Defensive Security is a weekly information security podcast which reviews recent high profile cyber security breaches, data breaches, malware infections and intrusions to identify lessons that we can learn and apply to the organizations we protect.
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continue reading
Material is a weekly discussion about the Google and Android universe. Your intrepid hosts try to answer the question, “What holds up the digital world?” The answer, so far, is that it’s Google all the way down. Hosted by Andy Ihnatko and Florence Ion.
…
continue reading
Daily update on current cyber security threats
…
continue reading
This feed includes all episodes of Paul's Security Weekly, Enterprise Security Weekly, Business Security Weekly, Application Security Weekly, and Security Weekly News! Your one-stop shop for all things Security Weekly!
…
continue reading
Every Friday and Sunday, Slate’s popular daily news podcast What Next brings you TBD, a clear-eyed look into the future. From fake news to fake meat, algorithms to augmented reality, Lizzie O’Leary is your guide to the tech industry and the world it’s creating for us to live in.
…
continue reading
Download This Show is your weekly guide to the world of media, culture, and technology. From social media to gadgets, streaming services to privacy issues. Each week Marc Fennell and a team of people far smarter than him (his words, not ours) take a fun deep dive into how technology is reshaping our lives.
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Monday through Friday, Marketplace demystifies the digital economy in less than 10 minutes. We look past the hype and ask tough questions about an industry that’s constantly changing.
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