Katelyn C. Morrison

DIG Lab @ Carnegie Mellon University.

I am a third year Ph.D. student at Carnegie Mellon University in the Human-Computer Interaction Institute where I am fortunate to be advised by Adam Perer. My research focuses on improving human-AI collaboration (👩🏻‍💼 + 🤖) by investigating reliance on AI, its impact in the workplace, and the impact of eXplainable AI (XAI). My recent research has focused on language models explaining image classifications of bird species. I am also interested in exploring interactions with Generative AI and exploring the transparency of GenAI. My research has been funded by the NIH and the Software Engineering Institute at Carnegie Mellon University.

I graduated from the University of Pittsburgh in May 2021 with a bachelor’s degree in computer science and a certificate in sustainability. In undergrad, I focused on the application and limitations of computer vision models as well as the distribution of smart mobility resources within cities. I also served as a co-organizer for the 2020, 2022, and 2023 Computational Sustainability Workshop.

news

Dec 20, 2023 My Microsoft Research Internship work on AI-Powered Reminders has been accepted to CSCW 2024! :sparkles:
Dec 10, 2023 Joining Justin Weisz’s team at IBM this summer as a Human-Centered Generative AI Research Scientist Intern! :sparkles:
Oct 13, 2023 Our Imperfect XAI paper on 👩🏻‍💼 + 🤖 for 🦜 was accepted to CSCW 2024! :tada:
Jul 5, 2023 Our workshop on Computational Sustainability accepted to NeurIPS 2023! :tada:
May 16, 2022 Ph.D. Research Intern at Microsoft Research, Redmond this summer! :tada:

selected publications

  1. Conference Paper
    Evaluating the Impact of Human Explanation Strategies on Human-AI Visual Decision-Making
    Morrison, K., Shin, D., Holstein, K., and Perer, A.
    In ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) 2023
  2. Conference Paper
    The Impact of Imperfect XAI on Human-AI Decision-Making
    Morrison, K., Spitzer, P., Turri, V., Feng, M., Kühl, N., and Perer, A.
    ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) 2024