This repository aggregates academic papers, benchmark datasets, and surveys for Aspect-Based Sentiment Analysis (ABSA), a specialized NLP task. It covers datasets like SemEval-2014 Task 4, ARTS, MAMS, and reference implementations from venues including ACL, EMNLP, and IEEE. The repository serves as a reference hub for researchers studying fine-grained sentiment extraction from text.