SentiCSE: A Sentiment-aware Contrastive Sentence Embedding Framework for Constructing High-quality Sentiment Representations

SentiCSE proposes a novel sentiment-aware pre-training framework that ensures high-quality sentiment representations by leveraging sentiment-related linguistic knowledge through combined word-level and sentence-level objectives.