To add a bigram model, we split each −LM item above into a series of +LM items; each +LM item has the form (v, a ) where a is the last word of the hypothesis.
a +LM version of (1) might be: where the score of the resulting +LM item now includes a combination cost due to the bigrams formed when applying the phrase-pair.