Our method of acquiring hyponymy relations is an extension of the supervised method proposed by <cite>Sumida and Torisawa (2008)</cite> , but differs in the way of enumerating hyponymy relation candidates (hereafter, HRCs) from the hierarchical layouts, and in the features of machine learning.