Typically CRFs use binary indicator functions as features; these functions are only active when the observations meet some criteria and the label a t (or label pair, (a t−1 , a t )) matches a pre-specified label (pair).
in our model the labellings are word indices in the target sentence and cannot be compared readily to labellings at other sites in the same sentence, or in other sentences with a different length.