In the current GPU memory conditions, second-order J = 2 is the upper limit that can be explored in practice if without pruning.
we enumerate all three second-order structures as objects of study in SRL, as shown in the left part of Figure 1, namely sibling (sib), co-parents (cop), and grandparent (gp).