Based on the deep transition Gated Recurrent Unit (GRU) Pascanu et al., 2014;Miceli Barone et al., 2017;Meng and Zhang, 2019), an aspect-guided GRU encoder is thus proposed, which utilizes the given aspect to guide the sentence encoding procedure at the very beginning stage.
the results in 6 show that all modules have an overall positive impact on the sentiment classification.