3 From SMT to PBMST Our enhancement to SMT takes a noisy channel model as a starting point, where translation is modeled by decoding a source text, thereby eliminating the noise (e.g., adjusting lexical and syntactic divergences) to uncover the intended translation.
4 For our purposes, we have trained the Spanish LM using about 700M words of crawled newspaper material.