Distributions on Minimalist Grammar Derivations

Tim B. Hunter, Chris Dyer · 2013

We present three ways of inducing probability distributions on derivation trees produced by Minimalist Grammars, and give their maximum likelihood estimators. We argue that a parameterization based on locally normalized log-linear models balances competing requirements for modeling expressiveness and computational tractability. 1

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