Within forced decoding, <cite>Wuebker et al. (2010)</cite> address this problem by using a leave-one-out approach where they modify the phrase translation probabilities for each sentence pair by removing the counts of all phrases that were extracted from that particular sentence. However, in our approach, we do not impose a constraint to produce the exact translation, instead we use the highest BLEU translations which may be very different from the references.