where count(f, e) gives the total number of times the word f is aligned with the word e in the parallel corpus.
w(f |e) is the maximum likelihood estimation of the word translation probability of f given e. Ew(f i |ē, a) is calculated from a word alignment a between a phrase pairf = f 1 f 2 .