
Kate Glazko
@hcikate
PhD student. NSF CSGrad4US fellow. Prev. USC, Mozilla, Bluescape. 💛💙 Opinions are mine!
ID: 256194702
https://kateglazko.com 22-02-2011 21:20:59
890 Tweet
457 Followers
601 Following


Now: 🧵 Kate Glazko on #Disability #bias in hiring using GPT Research question is: Does adding a disability-related scholarship bias GPT against the resume? #DisabledInComputing Disabled in Computing #DisabledInSTEM DisabledInSTEM



To answer this question, Kate Glazko and colleagues created two resume copies: with or without the addition of disability scholarships/awards. GPT was asked to rank them. Sadly (yet somehow unsurprisingly) the resumes disclosing #disability were ranked lower. 2/


Kate Glazko This bias also bled into GPT’s written justifications. Then, the authors trained a disability-aware GPT, using a prompt encouraging GPT to consider the underrepresentation of disabled people and avoid making assumptions. This reduced #ableism, but not for all disabilities.


Kate Glazko In summary: using GPT in real world tasks such as hiring requires caution and could introduce bias against #disabled folks. Without added data, prompts improved bias for some (but not all) conditions. Contact Kate Glazko or see the full paper using the QR code below! #FAccT2024




I have had such a wonderful experience at #FAccT24! It is truly an interdisciplinary conference and I am glad to have had an opportunity to learn from not just technologists but legal experts/policy makers. And lovely to meet some #a11y enthusiasts in AI thanks to Disabled in Computing!


Our first ever ♿️🥄🧠#DisabledInComputing ♿️🥄🧠and allies meetup yesterday was a smashing success! Thanks to all for coming; to Shiri Dori-Hacohen♿️🧠✡️🦓 (🚫🥄s). 🟣🎗️🏴 Fabricio Murai for organizing; and to the RIET Lab for providing funding! ACM FAccT #FAccT2024 #DisabledInSTEM DisabledInSTEM



Medicine does this infuriating thing with women's health where we all notice a repeating pattern of debilitating symptoms and then call it a "syndrome" and thats where the acknowledgement stops. It's never a "real" disease with an identifiable cause and a treatment. Examples...

“You could see some stereotypes emerge.” While tools like #ChatGPT reduce the time it takes to review job applicants, University of Washington #UWAllen researchers discovered they also are biased against those with a disability. But #AI can be trained to be less ableist. #a11y washington.edu/news/2024/06/2…



Congratulations Prof. Potluri! I am so excited for your future students— they are going to learn so much from you, you are such a great mentor. You are going to do amazing things at School of Information!

