His research covers applications of machine learning and natural language processing for educational and clinical assessments, large scale data analytics, and measures of cognitive ability. Much of his work has focused on AI-based techniques for automatically analyzing the meaning and expression of language through writing and speaking. The approaches are used for assessing abilities and mental states, for providing feedback, and for understanding underlying cognitive mechanisms in the brain.