Thus, we have: Note that d(S;Λ,Г) approximately indicates the likelihood that S will be incorrectly segmented, so Δd(S;w x w y ) represents the performance im-provement caused by adding w x w y .
"importance" of bigram w x w y on S is computed as: Case 2: and Here, it is just contrary to case 1.