Open AccessAn HDP Model for Inducing Combinatory Categorial Grammars
Author(s) -
Yonatan Bisk,
Julia Hockenmaier
Publication year - 2013
Publication title -
transactions of the association for computational linguistics
Language(s) - English
Resource type - Journals
ISSN - 2307-387X
DOI - 10.1162/tacl_a_00211
Subject(s) - combinatory categorial grammar , computer science , rule based machine translation , categorial grammar , natural language processing , artificial intelligence , programming language , tree adjoining grammar , context free grammar , generative grammar , emergent grammar , mildly context sensitive grammar formalism
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.
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