I study cognitive foundations of the lexicon in computational terms. I am particularly interested in how word meanings are structured and conceived over time, such that a potentially infinite set of ideas may be expressed via compact 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 the human lexicon.

Selected papers