Bigram Model in Dealing with Gaps

• Bigram model can deal with gaps – Unseen tokens have small smoothing probabilities in specific positions

Pattern

<Search_Term>  which   is   known   for    DT$    NNP

Test sentence:

<Search_Term>      ,    whose   book  is   known   for

Not too good!