Since we construct our edit vectors as the sum of word vectors, and similarities between word vectors have traditionally been measured with cosine similarity, we design q to add noise to perturb the direction of the vector f .
a sample from q is simply a perturbed version of f : obtained by adding von-Mises Fisher (vMF) noise, and we perturb the magnitude of f by adding uniform noise.