I am interested in computational models that predict language change over time. My particular focus is on characterizing the cognitive foundations that underlie the emergence of word meanings, such that a potentially infinite range of ideas may be expressed via finite lexicons in the world's languages. My approach combines rich empirical data with methods drawn from natural language processing and machine learning, with the goal of understanding and constructing natural language.

Selected papers