In the typical log-linear model SMT, the posterior probability for each phrase pair (ē,f ) is given by: Ensemble decoding uses the same framework for each individual system.
the score of a phrase-pair (ē,f ) in the ensemble model is: where ⊕ denotes the mixture operation between two or more model scores.