According to this model, given foreign sentence ( f j 1<=j<=m ), English sentence (e i1<=i<=l ), and translation probabilities t( f j |e i ), the best alignment f → e is obtained by linking each foreign word f j to its most likely English translation argmax e i t( f j |e i ).
each foreign word is aligned to exactly one English word (or to a special NULL token).