For an end-to-end neural model, <cite>Ouchi et al. (2017)</cite> used a Grid RNN to capture multiple predicate interactions. Through experiments, we demonstrated that our proposed models outperformed these models in terms of the overall F 1 on a standard benchmark corpus.