Changye Li’s Homepage

I’m Changye Li, a Postdoctoral Scholar in the Department of Biomedical Informatics and Medical Education at the University of Washington, under Prof. Trevor Cohen. My research interests include better adapting and developing natural language processing (NLP) and automatic speech recognition (ASR) models with biomedical/clinical and behavioral data. I recently obtained my Ph.D. in Health Informatics from the University of Minnesota, where I was very fortunate to be advised by Professor Serguei Pakhomov.

You can find my CV here.

What’s New

• Jun. 2024: Happy to share that I’m starting a new position as Postdoctoral Scholar at the University of Washington.
• Jun. 2024: Our paper, Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies, is accepted by ACL 2024 findings! preprint code
• May 2024: Happy to share that I have successfully defended my PhD thesis!
• Jan. 2024: Our paper, Useful blunders: Can automated speech recognition errors improve downstream dementia classification?, is accepted by Journal of Biomedical Informatics! paper preprint code
• Jan 2024: Our paper, A Curious Case of Retrogenesis in Language: Automated Analysis of Language Patterns Observed in Dementia Patients and Young Children, is accepted by Neuroscience Informatics! paper