Prompting Is All You Need: Multi-view Prompting Large Language Models for Aspect-Based Sentiment Analysis

ArXi:2605.28058v1 Announce Type: new Recent work explored the capabilities of Large Language Models (LLMs) in Aspect-Based Sentiment Analysis (ABSA) through few-shot prompting, requiring substantially fewer annotated examples while achieving notable improvements over zero-shot baselines. However, a performance gap remained compared to models fine-tuned on hundreds of examples, and the computational costs of LLM inference present practical barriers to deployment. We