My research interests include theoretical and applied work in document and text analysis, machine learning, and probabilistic methods including:

• probabilistic methods for large language models and truthfulness
• probabilistic interpretations for deep neural networks
• latent variables and non-parametrics in semi-structured and text analysis
• teaching AI literacy
• applications in medical and health informatics.