Hao-Ran Xie

Large Language Model-Driven Hard Negatives Generation for Contrastive Aspect-Based Sentiment Analysis

This paper introduces the sentiment-aware chain-of-thought (SACoT) framework, which emulates a human-like reasoning process to manipulate the sentiment polarity of aspect terms and proposes a novel approach that leverages LLMs to generate “hard negatives” for ABSA.