After learning a Bayesian model, it is not directly used in a decoder since it is composed of only minimum rules without considering phrases of various granularities.
it is a standard practice to obtain word alignment from derivation trees and to extract SCFG rules heuristically from the word-aligned data (Cohn and Haffari, 2013).