For instance, in the task of tagging mail addresses, a feature of "5 consecutive digits" is highly indicative of a POSTCODE.
in the alignment model, it does not make sense to design features based on a hard-coded state, say, a feature of "source word lemma matching target word lemma" fires for state index 6.