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

HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis IJCAI 2024
Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities CVPR 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
Vanessa: Visual Connotation and Aesthetic Attributes Understanding Network for Multimodal Aspect-based Sentiment Analysis EMNLP 2024
Towards Robust Multimodal Sentiment Analysis with Incomplete Data NIPS 2024
Findings of the Shared Task on Multimodal Social Media Data Analysis in Dravidian Languages (MSMDA-DL)@DravidianLangTech 2024 EACL 2024
TMFN: A Target-oriented Multi-grained Fusion Network for End-to-end Aspect-based Multimodal Sentiment Analysis COLING 2024
MART: Masked Affective RepresenTation Learning via Masked Temporal Distribution Distillation CVPR 2024
Robust-MSA: Understanding the Impact of Modality Noise on Multimodal Sentiment Analysis AAAI 2023
Tackling Modality Heterogeneity with Multi-View Calibration Network for Multimodal Sentiment Detection ACL 2023
Descriptive Prompt Paraphrasing for Target-Oriented Multimodal Sentiment Classification EMNLP 2023
Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis EMNLP 2023
Sentiment Knowledge Enhanced Self-supervised Learning for Multimodal Sentiment Analysis ACL 2023
Self-Supervised Unimodal Label Generation Strategy Using Recalibrated Modality Representations for Multimodal Sentiment Analysis EACL 2023
Visual Elements Mining as Prompts for Instruction Learning for Target-Oriented Multimodal Sentiment Classification EMNLP 2023
Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation EMNLP 2023
ConFEDE: Contrastive Feature Decomposition for Multimodal Sentiment Analysis ACL 2023
ConKI: Contrastive Knowledge Injection for Multimodal Sentiment Analysis ACL 2023
M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis EMNLP 2023
Analyzing Modality Robustness in Multimodal Sentiment Analysis NAACL 2022
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality IJCNLP 2022
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality AACL 2022
Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors ACL 2022
Towards Exploiting Sticker for Multimodal Sentiment Analysis in Social Media: A New Dataset and Baseline COLING 2022