In this study, we do not integrate sentiment information into document representation directly, but use attention mechanism to measure the correlation between document representation and sentiment information.
we simply extract the sentimental word sequence We then learn the representation of sentiment information through this sentimental word sequence using LSTM model, and use H (sent) = LST M (x s m , h m−1 ) as sentiment representation.