Before revision:  In this paper, we investigate a novel architecture named Relation-Aware GCN (RA-GCN ), which efficiently exploits syntactic relation labels and models the relation between words specifically.
After revision:  In this paper, we propose a novel architecture named Relation-Aware GCN (RA-GCN ), which efficiently exploits syntactic relation labels and models the relation between words specifically.