Bayesian Synchronous Grammar Induction.

We present a novel method for inducing synchronous context free grammars (SCFGs) from a corpus of parallel string pairs. SCFGs can model equivalence between strings in terms of substitutions, insertions and deletions, and the reordering of sub-strings. We develop a non-parametric Bayesian model and...

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Bibliographic Details
Main Authors: Blunsom, P, Cohn, T, Osborne, M
Other Authors: Koller, D
Format: Conference item
Published: Curran Associates, Inc. 2008