Joint Sentiment and Emotion Classification with Integer Linear Programming

Abstract

As two foundational tasks in sentiment analysis, sentiment classification and emotion classification have been considered separately and studied independently in the literature. In this paper, we put forward an Integer Linear Programming (ILP)-driven joint learning approach to leveraging the relationship between these two tasks. Empirical study verifies the appropriateness and effectiveness of our proposed approach to joint sentiment and emotion classification.