conftrace_

multimodal sentiment analysis

112 papers

Explore in graph

Also known as

MSA

Co-occurring keywords

contrastive learning (4032) multimodal fusion (303) multimodal learning (4645) sentiment analysis (2084) representation learning (6206) emotion recognition (661) missing modality (64) attention mechanism (4001) modality fusion (60) aspect-based sentiment (79)

Papers

DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis AAAI 2025
Mixture of Multimodal Adapters for Sentiment Analysis NAACL 2025
Towards Multimodal Sentiment Analysis via Hierarchical Correlation Modeling with Semantic Distribution Constraints AAAI 2025
A Multi-Focus-Driven Multi-Branch Network for Robust Multimodal Sentiment Analysis AAAI 2025
Multimodal Transformers are Hierarchical Modal-wise Heterogeneous Graphs ACL 2025
CMAD: Correlation-Aware and Modalities-Aware Distillation for Multimodal Sentiment Analysis with Missing Modalities ICCV 2025
Sequential Fusion of Text-close and Text-far Representations for Multimodal Sentiment Analysis COLING 2025
MissRAG: Addressing the Missing Modality Challenge in Multimodal Large Language Models ICCV 2025
Modal Feature Optimization Network with Prompt for Multimodal Sentiment Analysis COLING 2025
Decoupling and Reconstructing: A Multimodal Sentiment Analysis Framework Towards Robustness IJCAI 2025
Proxy-Driven Robust Multimodal Sentiment Analysis with Incomplete Data ACL 2025
MPID: A Modality-Preserving and Interaction-Driven Fusion Network for Multimodal Sentiment Analysis COLING 2025
Bridging the Gap for Test-Time Multimodal Sentiment Analysis AAAI 2025
Bridging Modality Gap for Effective Multimodal Sentiment Analysis in Fashion-related Social Media COLING 2025
Sentiment Analysis on Video Transcripts: Comparing the Value of Textual and Multimodal Annotations NAACL 2025
Semi-IIN: Semi-Supervised Intra-Inter Modal Interaction Learning Network for Multimodal Sentiment Analysis AAAI 2025
t-HNE: A Text-guided Hierarchical Noise Eliminator for Multimodal Sentiment Analysis COLING 2025
Multi-modal Semantic Understanding with Contrastive Cross-modal Feature Alignment COLING 2024
M2SA: Multimodal and Multilingual Model for Sentiment Analysis of Tweets COLING 2024
Towards Robust Multimodal Sentiment Analysis with Incomplete Data NIPS 2024
CLGSI: A Multimodal Sentiment Analysis Framework based on Contrastive Learning Guided by Sentiment Intensity NAACL 2024
EASUM: Enhancing Affective State Understanding Through Joint Sentiment and Emotion Modeling for Multimodal Tasks WACV 2024
Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis EMNLP 2024
Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities CVPR 2024
TMFN: A Target-oriented Multi-grained Fusion Network for End-to-end Aspect-based Multimodal Sentiment Analysis COLING 2024