Target language model probability (weight = 0.5) According to a previous study, the minimum error rate training (MERT) (Och, 2003), which is the optimization of feature weights by maximizing the BLEU score on the development set, can improve the performance of a system.
the range of improvement is not stable because the MERT algorithm uses random numbers while searching for the optimum weights.