It combines an attention mechanism with sentiment lexicons based on the sentiment degree.
in such scenarios, several existing methods can be used to construct or extend sentiment lexicons based on large corpora in a semi-supervised way to cover the dataset (Lu et al., 2011;Hamilton et al., 2016).