woman wearing glasses a lot of you may have seen a similar result before with language models where the word embedding for Queen could be used to do arithmetic where if you subtract off the word embeddings for female and add the word embedding for male you get a vector that is very close to the word embedding for King in this case Alec and his collaborators have a slightly more exciting result because they not only show that the arithmetic works in vector space but also that the vector can be decoded to a high dimensional realistic