Blunsom et al. ( 2008 , 2009 , 2010 ) utilized Bayesian methods to learn synchronous context free grammars ( SCFG ) from a parallel corpus .
bayesian synchronous grammar induction
Phil Blunsom Trevor Cohn Miles Osborne
This work differs from the above work in that we design a novel Bayesian model to induce unsupervised U-trees , and prior knowledge can be encoded into the model more freely and effectively . Blunsom et al. ( 2008 , 2009 , 2010 ) utilized Bayesian methods to learn synchronous context free grammars ( SCFG ) from a parallel corpus . The obtained SCFG is further used in a phrase-based and hierarchical phrase-based system ( Chiang , 2007 ) .
@@CITATION , 2009 , 2010 ) utilized Bayesian methods to learn synchronous context free grammars ( SCFG ) from a parallel corpus .