基于跨模态Transformer的多模态细粒度情感分析方法

Multi-modal Fine-grained Emotion Analysis Method Based on Cross-modal Transformer

文章简要介绍了细粒度、多模态两种情感分析方法,并以Transformer为视角,创建多模态模型,利用“两组实体情感意向”“《老友记》情感分析”两个实验,给出“细粒度+多模态”情感分析的操作方法。实验结果表明,两种情感分析方法可联合使用,具有一定的情感分析优势。

This article briefly introduces two methods of emotional analysis,fine-grained and multimodal,and uses Transformer as a perspective to create a multimodal model.Using two experiments,“two groups of entity emotion intention”and“Friends emotion analysis”,this paper gives the operation method of“Fine granularity+multi-mode”emotion analysis.The experimental results show that the two emotional analysis methods can be used together and have certain advantages in emotional analysis.