The dataset used in this experiment is from the SemEval-2012 task 2 on measuring the degree of relational similarity (Jurgens et al., 2012), since it characterizes a number of very distinct and interesting semantic relations.
it consists of an aggregated set of 3464 word pairs evidencing 10 kinds of semantic relations.