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

Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis COLING 2022
Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages ACL 2022
Multimodal fusion via cortical network inspired losses ACL 2022
M-SENA: An Integrated Platform for Multimodal Sentiment Analysis ACL 2022
Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities EMNLP 2022
Face-Sensitive Image-to-Emotional-Text Cross-modal Translation for Multimodal Aspect-based Sentiment Analysis EMNLP 2022
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition EMNLP 2022
Curriculum Learning Meets Weakly Supervised Multimodal Correlation Learning EMNLP 2022
Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis EMNLP 2022
Word-wise Sparse Attention for Multimodal Sentiment Analysis INTERSPEECH 2022
AMOA: Global Acoustic Feature Enhanced Modal-Order-Aware Network for Multimodal Sentiment Analysis COLING 2022
Multimodal Sentiment Analysis with Temporal Modality Attention INTERSPEECH 2021
CTFN: Hierarchical Learning for Multimodal Sentiment Analysis Using Coupled-Translation Fusion Network IJCNLP 2021
Lightweight Models for Multimodal Sequential Data EACL 2021
Which is Making the Contribution: Modulating Unimodal and Cross-modal Dynamics for Multimodal Sentiment Analysis EMNLP 2021
CTFN: Hierarchical Learning for Multimodal Sentiment Analysis Using Coupled-Translation Fusion Network ACL 2021
Improving Multimodal fusion via Mutual Dependency Maximisation EMNLP 2021
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis EMNLP 2021
Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis AAAI 2021
Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks ACL 2021
Generalizable Multi-linear Attention Network NIPS 2021
Integrating Multimodal Information in Large Pretrained Transformers ACL 2020
BennettNLP at SemEval-2020 Task 8: Multimodal sentiment classification Using Hybrid Hierarchical Classifier SEMEVAL 2020
BennettNLP at SemEval-2020 Task 8: Multimodal sentiment classification Using Hybrid Hierarchical Classifier COLING 2020
Gundapusunil at SemEval-2020 Task 8: Multimodal Memotion Analysis COLING 2020