3The argument role classifier relies on the instance embedding and the role-oriented embedding to estimate the probability of a certain argument role for the instance.
we design a neural module network for each basic unit of the concept hierarchy, and then hierarchically compose relevant unit modules with logical operations into a role-oriented modular network to classify a specific argument role.