In this paper, we rely on the syntactic parse tree to satisfy this need.
for any word stem w i in a tweet which has one of the following relations with the given target T or any from the extended target set, we generate corresponding target-dependent features with the following rules:  w i is a transitive verb and T (or any of the extended target) is its object; we generate a feature w i _arg2.