Our modifications are described as follows: JCN for Verb-Verb Similarity In our implementation of the In-Degree algorithm, we use the JCN similarity measure for both Noun-Noun similarity calculation similar to SM07.
different from SM07, instead of using LCH for Verb-Verb similarity, we use the JCN metric as it yields better performance in our experimentations.