New Methods: The hybrid method variants proposed in this paper (hybrid-prop-cos-ll and hybrid-filt-cos-ll) were the best performers on the RG-65 test set.
we showed that the hybrid method correlates with human judgments of semantic distance in most cases better than any of the other methods we replicated.