To determine whether a noun phrase instance NP i should be extracted as a filler for an event role, GLACIER computes the joint probability that NP i : (1) appears in an event sentence, and (2) is a legitimate filler for the event role.
any classifier that can generate probability estimates, or similar confidence values, could be plugged into our model.