Mujie Liu

Causal Prompting for Implicit Sentiment Analysis with Large Language Models

2025 · arXiv (Cornell University)

Implicit Sentiment Analysis (ISA) aims to infer sentiment that is implied rather than explicitly stated, requiring models to perform deeper reasoning over subtle contextual cues. While recent prompting-based methods using Large Language Models (LLMs) have …