Emotion Cause Pair Extraction

Emotion-Cause Pair Extraction is a subtask in natural language processing that aims to identify and extract pairs of emotions and their corresponding causes from text. The goal of this task is to accurately capture the association between emotional expressions and their triggering causes, providing a deeper understanding for sentiment analysis. Its application value lies in helping businesses and research institutions better understand user emotions and motivations, optimize products and services, and enhance user experience and satisfaction.