The interactive development of domputational models and multimodal discourse analysis theory

With the rapid advancement of computational technologies and the in-depth exploration of multimodal discourse analysis theory, the intersection of these fields has become a frontier area in both technology and linguistics research. This article examines the application of computational models in multimodal discourse analysis and analyzes how innovations in multimodal discourse analysis theory drive advancements in computational models. Through empirical studies and theoretical discussions, the paper reveals the interaction mechanisms between computational models and multimodal discourse analysis in practice and highlights their theoretical complementarity, providing new perspectives and methodologies for future research. The findings show that effective computational models enhance the accuracy and depth of multimodal analysis, while theoretical innovations in multimodal discourse analysis propel computational models toward greater efficiency and adaptability.