Building upon the state-ofthe-art framework for predicting effects of actions, we present a new model, called XPAD ("eXPlaining Action Dependencies") that also considers the purpose of those effects.
xPAD biases those predictions towards those that (1) explain more of the actions in the paragraph and (2) are more plausible with respect to background knowledge.