This would result in a 'perfect' cosine similarity, which would be advantageous in the previous experiment.
we perform an additional experiment where we examine if  Table 6: Results of the intrinsic evaluation where we compare clean sentences to their perturbed counterparts as well as randomly chosen sentences.