In aspect-level sentiment classification (ASC), state-of-the-art models encode either syntax graphs or relation graphs to capture the local syntactic information or global relational information.

Data augmentation has been successfully utilized to refine the generalization capability and performance of learning algorithms in image and text analysis. With the rising focus on graph neural ...