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multimodal sentiment analysis

121 papers

MSA

Papers

Decoupling and Reconstructing: A Multimodal Sentiment Analysis Framework Towards Robustness IJCAI 2025 DEQA: Descriptions Enhanced Question-Answering Framework for Multimodal Aspect-Based Sentiment Analysis AAAI 2025 DFMU: Distribution-based Framework for Modeling Aleatoric Uncertainty in Multimodal Sentiment Analysis IJCAI 2025 DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis AAAI 2025 Dual-Path Dynamic Fusion with Learnable Query for Multimodal Sentiment Analysis EMNLP 2025 Enriching Multimodal Sentiment Analysis Through Textual Emotional Descriptions of Visual-Audio Content AAAI 2025 Feature Decomposition-Augmentation Network for Multimodal Sentiment Analysis IJCNLP 2025 Listen, Watch, and Learn to Feel: Retrieval-Augmented Emotion Reasoning for Compound Emotion Generation ACL 2025 MissRAG: Addressing the Missing Modality Challenge in Multimodal Large Language Models ICCV 2025 Mixture of Multimodal Adapters for Sentiment Analysis NAACL 2025 Modal Feature Optimization Network with Prompt for Multimodal Sentiment Analysis COLING 2025 MPID: A Modality-Preserving and Interaction-Driven Fusion Network for Multimodal Sentiment Analysis COLING 2025 MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models AAAI 2025 MSE-Adapter: A Lightweight Plugin Endowing LLMs with the Capability to Perform Multimodal Sentiment Analysis and Emotion Recognition AAAI 2025 Multimodal Invariant Sentiment Representation Learning ACL 2025 Multimodal Transformers are Hierarchical Modal-wise Heterogeneous Graphs ACL 2025 Proxy-Driven Robust Multimodal Sentiment Analysis with Incomplete Data ACL 2025 Seek Common Ground While Reserving Differences: Semi-Supervised Image-Text Sentiment Recognition CVPR 2025 Semi-IIN: Semi-Supervised Intra-Inter Modal Interaction Learning Network for Multimodal Sentiment Analysis AAAI 2025 Sentiment Analysis on Video Transcripts: Comparing the Value of Textual and Multimodal Annotations NAACL 2025 Sentiment Reasoning for Healthcare ACL 2025 Sequential Fusion of Text-close and Text-far Representations for Multimodal Sentiment Analysis COLING 2025 TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis EMNLP 2025 t-HNE: A Text-guided Hierarchical Noise Eliminator for Multimodal Sentiment Analysis COLING 2025 Towards Multimodal Sentiment Analysis via Hierarchical Correlation Modeling with Semantic Distribution Constraints AAAI 2025