Sentiment Analysis
Towards Robust Multimodal Sentiment Analysis with Incomplete Data
·3583 words·17 mins·
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AI Generated
Natural Language Processing
Sentiment Analysis
🏢 School of Data Science, the Chinese University of Hong Kong, Shenzhen
Robust Multimodal Sentiment Analysis (MSA) model, Language-dominated Noise-resistant Learning Network (LNLN), handles incomplete data by correcting dominant modality (language) and using a multimodal …
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning
·1671 words·8 mins·
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Multimodal Learning
Sentiment Analysis
🏢 Peking University
Hierarchical Representation Learning Framework (HRLF) significantly improves Multimodal Sentiment Analysis (MSA) accuracy by effectively addressing incomplete data through fine-grained representation …