Although their approach is completely unsupervised, it requires POS tagging and, particularly for Spanish, it provides a considerably lower accuracy of extracted relations than for the other languages (73% for Spanish compared with 98% for English and German).
we have also visualized some parts of the Spanish word-Formation Network.