Katelyn Xiaoying Mei

Katelyn Xiaoying Mei

Ph.D. Student
University of Washington

I'm a third-year PhD student in Information Science at the University of Washington. I'm fortunate to be advised by Lucy Lu Wang and Katharina Reinecke. Before my PhD, I spent four amazing years at Middlebury College from which I obtained my Bachelor's of Art in Psychology and Mathematics.

My research interests derive from the intersection of psychology, humanties, and data science. My projects focus on human behaviors in the age of generative AI, including 1) how individuals are impacted by AI systems, 2) how people engage with AI systems differently, and 3)what can (cannot) facilitate effective Human-AI collaboration.

Education

2022—Present

University of Washington

Ph.D. in Information Science

Advisor: Prof. Lucy Lu Wang and Prof. Katharina Reinecke

2018—2022

Middlebury College

B.A. in Psychology and Mathematics

Publications

ACM Conference on Fairness, Accountability, and Transparency (FAccT) 2024

Careless Whisper: Speech-to-Text Hallucination Harms

Allison Koenecke, Anna Seo Gyeong Choi, Katelyn X. Mei, Hilke Schellmann, Mona Sloane

Hallucination in speech-to-text output in OpenAI Whisper.

ACM Conference on Fairness, Accountability, and Transparency (FAccT) 2023

Bias Against 93 Stigmatized Groups in Masked Language Models and Downstream Sentiment Classification Tasks

Katelyn X. Mei, Sonia Fereidooni, Aylin Caliskan