Second, for a sentence, one needs to replace multiple words instead of a single word, making the number of possible sentences after augmentation increases exponentially.
these methods often need to augment one sentence multiple times and each time replace a different subset of words in the original sentence with different candidate words in the vocabulary; even doing so they still cannot guarantee adequate variations of augmented sentences.