Learning to Translate: A Statistical and Computational Analysis
Figure 6
Each probability of the language and translation models has been perturbed adding a percentage of noise. This learning curve reports BLEU score versus the percentage of perturbation applied. These results have been obtained using a fixed training set size equal to 62,995 and 629,957 pairs of sentences and Moses as translation system.