For that, SP models will be used in isolation, according to the classification rule in Equation 11, to predict role labels for a set of (predicate, argument-head) pairs.
we are interested in the discriminative power of the semantic information carried by the SPs, factoring out any other feature commonly used by the state-of-theart SRL systems.