Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text
Table 3: Results on the state-change task (test set), comparing with the best published prior result.
['[EMPTY]', 'P', 'R', 'F1']
This illustrates that encouraging purposefulness in action prediction not only produces more explainable action sequences, but can improve the accuracy of those action predictions themselves.