5 This also works for a euclidean distance similarity metric.
ing in the sum in (5) also appear in (6): the word analogy assumption is now most certainly broken: suppose that π permutes only two vectors, a 2 and a 3 and leaves all other vectors as is: There are two conventional practices in evaluating word embeddings that we aim to show are problematic: normalisation and the exclusion of premise vectors in prediction.