Shaw and Hatzivassiloglou (1999) propose to generalize the direct evidence method so that it can apply to unseen pairs of adjectives by computing the transitive closure of the ordering relation ≺.
if a ≺ c and c ≺ b, we can conclude that a ≺ b.