Residual attention and other aspects module for aspect-based sentiment analysis

•Residual attention mechanisms adjust the flow of sentiment information.•The other aspect term module reduces the effect from other aspect terms’ sentiment.•Experimental results show our model achieves state-of-the-art performance.