T. Padmavathy

The Generative Shortfall: a comparative analysis of autoregressive vs. extractive architectures in ABSA

In natural language processing (NLP), Aspect-Based Sentiment Analysis (ABSA) remains a challenge, particularly when handling ambiguous, domain-specific “neutral” sentiment classifications in cases of severe class imbalance. While there has been a pivot toward deploying generative Small Language Models (SLMs) on resou...