We compare the two methods we propose, train-by-appending and train-by-replace with the constrained decoding algorithm of  available in Sockeye in identical conditions and using a beam size of 5.
trainby-append still performs better than the baseline, while constrained decoding shows significant BLEU score reductions of 0.9-1.3 BLEU points.