One natural question we would like to ask is how to make use of the proposed framework to perform improved graph representation learning for various graph related tasks (Xu et al., 2018).
we would also like to investigate how other NLP applications such as relation extraction (Zhang et al., 2018b) and semantic role labeling  can potentially benefit from our proposed approach.