Leveraging sensory knowledge into Text-to-Text Transfer Transformer for enhanced emotion analysis

Qingqing Zhao, Yuhan Xia, Yunfei Long, Ge Xu, Jia Wang

Abstract: Highlights•SensoryT5: Integrates sensory knowledge into transformers, enhancing emotion analysis.•Outperforms other models in emotion, sarcasm, subjectivity, and opinion classifications on various datasets.•Offers improved word representation and interpretability with sensory knowledge.•Advances NLP by embedding neuro-cognitive data in text-classification frameworks.