(Shen and Klakow, 2006) also describe a method that is primarily based on similarity scores between dependency relation pairs.
most of these approaches make use of Word-Net::Similarity, a Perl software package that measures semantic similarity (or relatedness) between a pair of word senses by returning a numeric value that represents the degree to which they are similar or related (Pedersen et al., 2004).