Further, since our goal is to create a gold standard relatedness dataset, we wanted it to include term pairs across the whole range of semantic relatedness: from maximally unrelated to maximally related.
a key challenge in term-pair selection is obtaining pairs with a wide range of semantic relatedness scores, without knowing their true semantic relatedness in advance.