Mildly context sensitive grammar induction and variational bayesian inference

Eva Portelance, Leon Bergen, Chris Bruno, Timothy J. O'Donnell

Abstract: The following technical report presents a formal approach to probabilistic minimalist grammar parameter estimation. We describe a formalization of a minimalist grammar. We then present an algorithm for the application of variational Bayesian inference to this formalization.