... mention the pair of events.More formally, E = (S, s0, F, L, T) is a modelwhere S is the set of states, s0∈ S is the initial state,F ⊆ S is the set of final states, L is the set of edgelabels ... is the set of transitions.We note that it is the responsibility of the learningalgorithm to discover the correct number of states.We treat the task of discovering an event model asthat of ... text, extract the relevant arguments of the event, and represent the extracted information intoa structured form (Grishman, 1997). The types of events to extract are known in advance. For exam-ple,...