In some cases, we are able to determine that the model will back off and therefore the lowerorder probability makes the appropriate assumption.
if vw n 1 does not appear in the model for any word v, then computing p(w n |vw n−1 1 ) will al- 3 Counts are not modified for n-grams bound to the beginning of sentence, namely those with w1 = <s>.