These four datasets were selected for being consensual gold-standards for the evaluation of semantic similarity and relatedness models.
the problem of measuring the semantic similarity and relatedness of two concepts can be stated as follows: given two concepts A and B, determine a numerical measure semantic similarity is considered a particular case of semantic relatedness.