Using corpus-based selectional preference semantics alone (model 4 WTMF+P in Table  1 ) boosts the performance of <cite>WTMF</cite> by +1.17% on the test set, while using knowledge-based semantics alone (model 5 WTMF+K) improves the over the <cite>WTMF</cite> results by an absolute +2.31%.