We will refer to our proposed novel model as WTMF+PK. It should be noted that LI06 prefers a smaller similar word pair weight ( a δ = 0.1 yields the best performance around of 90.75%), yet in almost all conditions WTMF+PK outperforms <cite>WTMF</cite> as shown in Figure 3d .