We do this calculation only for certain types of syntactic relations-a) nouns and their adjective modifiers, b) verbs with adverb modifiers, c) adjacent nouns in a noun phrase and d) verb and subject pairs.
we identified the relations for texts in our corpus using the AddDiscourse tool (Pitler and Nenkova, 2009).