conftrace_

multimodal sentiment analysis

112 papers

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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

Group-aware Multiscale Ensemble Learning for Test-Time Multimodal Sentiment Analysis AAAI 2026
Recovering Coherent Affective Patterns: Addressing Modality Missing in Multimodal Sentiment Analysis AAAI 2026
PSA-MF: Personality-Sentiment Aligned Multi-Level Fusion for Multimodal Sentiment Analysis AAAI 2026
PaSE: Prototype-aligned Calibration and Shapley-based Equilibrium for Multimodal Sentiment Analysis AAAI 2026
Sample-specific Modality Diagnosis and Cross-modal Enhancement for Incomplete Multimodal Representations AAAI 2026
FINE: Factorized Multimodal Sentiment Analysis via Mutual INformation Estimation AAAI 2026
Structures Meet Semantics: Multimodal Fusion via Graph Contrastive Learning AAAI 2026
OX-MABSR: A Benchmark for Open-domain Explainable Multimodal Aspect-Based Sentiment Reasoning AAAI 2026
QA-MoE: Towards a Continuous Reliability Spectrum with Quality-Aware Mixture of Experts for Robust Multimodal Sentiment Analysis ACL 2026
Beyond Static Alignment: Adaptive Arbitration for Semantic Incongruence in Semi-Supervised Multimodal Sentiment Analysis ACL 2026
MDF: A Modality-Aware Disentanglement and Fusion Framework for Multimodal Sentiment Analysis AAAI 2026
DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis AAAI 2025
t-HNE: A Text-guided Hierarchical Noise Eliminator for Multimodal Sentiment Analysis COLING 2025
Sequential Fusion of Text-close and Text-far Representations for Multimodal Sentiment Analysis COLING 2025
Feature Decomposition-Augmentation Network for Multimodal Sentiment Analysis IJCNLP 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
DFMU: Distribution-based Framework for Modeling Aleatoric Uncertainty in Multimodal Sentiment Analysis IJCAI 2025
Modal Feature Optimization Network with Prompt for Multimodal Sentiment Analysis COLING 2025
TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis EMNLP 2025
Multimodal Invariant Sentiment Representation Learning ACL 2025
Multimodal Transformers are Hierarchical Modal-wise Heterogeneous Graphs ACL 2025
Dual-Path Dynamic Fusion with Learnable Query for Multimodal Sentiment Analysis EMNLP 2025
Towards Multimodal Sentiment Analysis via Hierarchical Correlation Modeling with Semantic Distribution Constraints AAAI 2025
Mixture of Multimodal Adapters for Sentiment Analysis NAACL 2025