In preliminary experiments for the hybrid models, we found that selecting the same vocabulary of 30K words for the source and target based on combined frequency was better (.003 in F 0.5 ) and use that method for vocabulary selection instead.
there was no gain observed by using such a vocabulary selection method in the baseline.