A Systematic Review of Aspect-based Sentiment Analysis (ABSA): Trends, Domains, and Dataset Diversity

The review identifies significant skewness in the research application domains and dataset domains of ABSA studies, with the majority focusing on product/service reviews and relying heavily on a few benchmark datasets. This mismatch and lack of diversity may hinder the development of ABSA solutions across different domains.