多模态情感分析研究综述

A Survey on Multimodal Sentiment Analysis

多模态情感分析现已成为自然语言处理领域的核心研究课题之一.文中首先介绍多模态情感分析的研究背景,归纳该领域最新的两类子课题,即叙述式多模态情感分析与交互式多模态情感分析.再分别以这两类子课题为出发点,梳理概括相应的发展脉络,最后,总结目前该领域中存在的交互建模的科学问题,探讨未来发展方向.

Multimodal sentiment analysis is one of the core research topics in the field of natural language processing.Firstly,the research background of multimodal sentiment analysis is introduced.Two sub-topics of multimodal sentiment analysis,narrative multimodal sentiment analysis and interactive multimodal sentiment analysis,are proposed.Then,the development and the research progress at home and abroad are summarized based on the mentioned two sub-topics.Finally,the existing scientific problems of interactive modeling in this field are summarized,and the future development trend is discussed.