Note that by construction, exactly one of these features will have a non-zero value.
for the CR model, we extend their definitions so that they can be computed between an NP, NP k , and a preceding cluster, c. the value of a feature is 1 if and only if its value between NP k and one of the NPs in c is 1 under its original definition.