Third, we rank English words by their document-pair co-occurrence score with each French OOV word.
we supplement phrase tables with translations for OOV and low frequency words (we experiment with training data frequencies less than 101, 11, and 1) and include p new k (t|s) and p new k (s|t) as new translation features for those supplemental translations.