Clinical and Social NLP

I develop computational methods for studying clinically meaningful signals in online discourse, including substance use, psychiatric comorbidity, demographic information, and risk factors. The work emphasizes careful annotation, reproducible evaluation, and interpretation beyond keyword co-occurrence.