Although such graph-to-sequence models can achieve the state-of-the-art results, they focus on modeling one-hop relations only.
they only model concept pairs connected directly by an edge (Song et al., 2018;Beck et al., 2018), and as a result, ignore explicit structural information of indirectly connected concepts in AMR graphs, e.g.