Before revision:  With our novel graph self-attention, every node in the input graph is taken into account for the encoding of every other node - not only direct neighbors , facilitating the detection of global patterns.
After revision:  With our novel graph self-attention, every node in the input graph - not only direct neighbors , facilitating the detection of global patterns.