In previous work, order information of context words (relative position of words in the contexts) was generally ignored and objectives similar to the SkipGram (henceforth: SKIP) model were used to learn v(e).
the bag-of-word context is difficult to distinguish for pairs of types like (restaurant,food) and (author,book).