It is Simple Sometimes: A Study on Improving Aspect-Based Sentiment Analysis Performance

Abstract

We study aspect-based sentiment analysis (ABSA) and find that simple, carefully tuned approaches consistently match or surpass recent complex models. The paper argues for a more rigorous baseline evaluation culture in ABSA research.