Towards Robust Aspect-based Sentiment Analysis through Non-counterfactual Augmentations

Xinyu Liu, Yan Ding, Kaikai An +4

While state-of-the-art NLP models have demonstrated excellent performance for aspect based sentiment analysis (ABSA), substantial evidence has been presented on their lack of robus…