Multimodal consistency-specificity fusion based on information bottleneck for sentiment analysis

Sentiment analysis, a subtask of affective computing, endows machines with the ability to sense and comprehend emotions. Recently, research attention has shifted from traditional isolated modality to ubiquitous multi-modalities, requiring to model the complex relationships between modalities and ext...

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Bibliographic Details
Main Authors: Wei Liu, Shenchao Cao, Sun Zhang
Format: Article
Language:English
Published: Elsevier 2024-02-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157824000326