In order to strictly compare the impact of our extensions to the method used for integrating multiple pieces of predicate information in the state-of-the-art end-to-end model, in addition to our base model, we replicated the method of <cite>Ouchi et al. (2017)</cite> by modifying Equations (1) of our base model as follows: