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Bayesian Inference of Grammars
Mark Johnson (Joint work with Sharon Goldwater and Tom Griffiths) Even though Maximum Likelihood Estimation (MLE) of Probabilistic Context-Free Grammars (PCFGs) is well-understood (the Inside-Outside algorithm can do this efficiently from the terminal strings alone) the inferred grammars are usually linguistically inaccurate. In order to better ...
Oct 31, 2009
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