The proposed embedding mechanism is related to cross domain embeddings (Bollegala et al., 2015(Bollegala et al., , 2017 and domain-specific embeddings (Xu et al., 2018a,b).
we require the domain of the domain embeddings must exactly match the domain of the aspect extraction task.