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An HDP Model for Inducing Combinatory Categorial Grammars


We introduce a novel nonparametric Bayesian model for the induction of Combinatory Categorial Grammars from POS-tagged text. It achieves state of the art performance on a number of languages, and induces linguistically plausible lexicons.

PDF (presented at NAACL 2013)