The FSM constructed for a test sentence is subsequently composed with a FSM trigram language model created via the SRI Language Modeling Toolkit (Stolcke, 2002).
we use the trigram language model to implement rescoring of the (direct) translation probabilities for the English word sequences in the translation model lattice.