Before revision:  Specifically, SNAT involves two layers of attention mechanisms  , respectively, for selective attention between targets and context words and attention over words based on aspects.
After revision:  Specifically, SNAT involves two layers of attention mechanisms for , respectively, for selective attention between targets and context words and attention over words based on aspects.