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Multimodal Sentiment Analysis

Multimodal sentiment analysis is the task of performing sentiment analysis with multiple data sources - e.g. a camera feed of someone's face and their recorded speech.

( Image credit: ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection )

Papers

Showing 76100 of 202 papers

TitleStatusHype
A Novel Context-Aware Multimodal Framework for Persian Sentiment Analysis0
Enriching Multimodal Sentiment Analysis through Textual Emotional Descriptions of Visual-Audio Content0
Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis0
ConKI: Contrastive Knowledge Injection for Multimodal Sentiment Analysis0
Modality Influence in Multimodal Machine Learning0
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality0
Emoji Driven Crypto Assets Market Reactions0
CMSBERT-CLR: Context-driven Modality Shifting BERT with Contrastive Learning for linguistic, visual, acoustic Representations0
AMOA: Global Acoustic Feature Enhanced Modal-Order-Aware Network for Multimodal Sentiment Analysis0
Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph0
Dynamic Multimodal Sentiment Analysis: Leveraging Cross-Modal Attention for Enabled Classification0
Adversarial Multimodal Domain Transfer for Video-Level Sentiment Analysis0
DravidianMultiModality: A Dataset for Multi-modal Sentiment Analysis in Tamil and Malayalam0
MART: Masked Affective RepresenTation Learning via Masked Temporal Distribution Distillation0
An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs' Sentimental Perception Capability0
DNN Multimodal Fusion Techniques for Predicting Video Sentiment0
Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis0
Meta-Learn Unimodal Signals with Weak Supervision for Multimodal Sentiment Analysis0
M2Lens: Visualizing and Explaining Multimodal Models for Sentiment Analysis0
Lightweight Models for Multimodal Sequential Data0
An AutoML-based Approach to Multimodal Image Sentiment Analysis0
Multi-channel Attentive Graph Convolutional Network With Sentiment Fusion For Multimodal Sentiment Analysis0
Modality-Invariant Bidirectional Temporal Representation Distillation Network for Missing Multimodal Sentiment Analysis0
Learning Robust Joint Representations for Multimodal Sentiment Analysis0
Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis0
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