Measures using WordNet taxonomy are state-ofthe-art in capturing semantic similarity, attaining r=.85 -.89 correlations with the MC dataset (Jiang and Conrath, 1997;Budanitsky and Hirst, 2006).
they fall short of measuring relatedness, as, operating within a single-POS taxonomy, they cannot meaningfully compare kill to death.