7 The main difference here from the edge factors is that the sibling factors are symmetric (in the sense that S ijk is redundant to S ikj ) and hence the patterns are undirected.
for each term pair, we first symmetrize the collected Web n-grams and Wikipedia patterns by accumulating the counts of symmetric patterns like rats or squirrels and squirrels or rats.