To modify this method for the hypernym discovery task, we simply sort all vocabulary terms that occur in Hearst Patterns according to the following metric: where U , Σ, and V are taken from the singular value decomposition of the Hearst Pattern cooccurrence matrix and U x , V y are the row vector and the column vector for the hyponym and the hypernym respectively.
this approach is motivated by the work of Snow et al.