Semantic Similarity Measurement, i.e. the capability of automatically compute the semantic similarity between textual expression by means of computer systems is currently one of the hot topic inside de Artificial Intelligence community. In this regard, it is worth noting the role Wordnet and word2vec are playing. Both approaches have achieved the best results so far.