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IEICE Trans

Keyword : multimodal sentiment analysis

Dynamic Unified Alignment with Low-Text Dependency for Multimodal Sentiment Analysis
Feifei NING Dongliang XIA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2026/07/01
Vol. E109-A  No. 7 ; pp. 1248-1260
Type of Manuscript:  PAPER
Category: Algorithms and Data Structures
Keyword: 
multimodal sentiment analysis, low-text dependency, sentiment difference modeling, cross-modal alignment, cross-attention mechanism, 
 Summary | Full Text:PDF
Entity Knowledge-Guided Image-Text Alignment for Joint Multimodal Aspect-Based Sentiment Analysis
Yan XIANG Di WU Yunjia CAI Yantuan XIAN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2025/12/01
Vol. E108-D  No. 12 ; pp. 1612-1621
Type of Manuscript:  PAPER
Category: Multimedia Pattern Processing
Keyword: 
multimodal sentiment analysis, aspect-based sentiment analysis, cross-modal alignment, multimodal fusion, entity knowledge, 
 Summary | Full Text:PDF