Although we expect our joint information model, presented in Section 4.2, to generalize to many ranking tasks, our focus in this paper is on the task of choosing the n-best explanations that describe the similarity of a set of terms.
given a set of terms, one must choose the best set of characterizations of why the terms are similar, chosen from a large set of possible explanations.