Other approaches, although still avoiding the difficulties of WSD, do try to capture the overall semantic "tendencies" of the set of words.
scott andMatwin (1998), McCarthy (2000), and Mohammad and Hirst (2006) take the distributional distance between concept vectors representing the texts but do not consider the ontological relations among the concepts.