(2013b) show that the task can be solved by finding a word that maximizes: where sim is a similarity measure, typically the cosine function.
levy and Goldberg (2014b) show that the Equation 1 is equivalent to: the goal of analogy detection is to find a word b* which is similar to b and a* but different from a.