Nevertheless, in our settings, BLEU scores cannot be calculated during training due to the absence of the golden targets (z is generated based on x or y from the richresource pair (x, y)).
we choose IBM model1 scores to weight the generated translation candidates, with the word translation probabilities calculated based on the given bilingual data (the low-resource pair (x, z) or (y, z)).