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Multimodal Sentiment Analysis

Papers archive 2025-07-28

archive papers tagged: 202 · with a code link: 93 · where Syntology ran a sample: 19 (19 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (19 of 202 tagged: 19 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 202, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Hierarchical Adaptive Expert for Multimodal Sentiment Analysis
  25 Mar 2025 0 repositories listed
• TI-JEPA: An Innovative Energy-based Joint Embedding Strategy for Text-Image Multimodal Systems
  9 Mar 2025 0 repositories listed
• LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier
  5 Feb 2025 0 repositories listed
• Dynamic Multimodal Sentiment Analysis: Leveraging Cross-Modal Attention for Enabled Classification
  14 Jan 2025 0 repositories listed
• Modality-Invariant Bidirectional Temporal Representation Distillation Network for Missing Multimodal Sentiment Analysis
  7 Jan 2025 0 repositories listed
• Seek Common Ground While Reserving Differences: Semi-Supervised Image-Text Sentiment Recognition
  1 Jan 2025 0 repositories listed
• Enriching Multimodal Sentiment Analysis through Textual Emotional Descriptions of Visual-Audio Content
  12 Dec 2024 0 repositories listed
• Multimodal Sentiment Analysis based on Video and Audio Inputs
  12 Dec 2024 0 repositories listed
• Multimodal Sentiment Analysis Based on Causal Reasoning
  10 Dec 2024 0 repositories listed
• Multimodal Sentiment Analysis Based on BERT and ResNet
  4 Dec 2024 0 repositories listed
• Exploring Large Language Models for Multimodal Sentiment Analysis: Challenges, Benchmarks, and Future Directions
  23 Nov 2024 0 repositories listed
• Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning
  5 Nov 2024 0 repositories listed
• Learning in Order! A Sequential Strategy to Learn Invariant Features for Multimodal Sentiment Analysis
  5 Sep 2024 0 repositories listed
• Meta-Learn Unimodal Signals with Weak Supervision for Multimodal Sentiment Analysis
  28 Aug 2024 0 repositories listed
• CorMulT: A Semi-supervised Modality Correlation-aware Multimodal Transformer for Sentiment Analysis
  9 Jul 2024 0 repositories listed
• Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey
  12 Jun 2024 0 repositories listed
• PTA: Enhancing Multimodal Sentiment Analysis through Pipelined Prediction and Translation-based Alignment
  23 May 2024 0 repositories listed
• RNG: Reducing Multi-level Noise and Multi-grained Semantic Gap for Joint Multimodal Aspect-Sentiment Analysis
  20 May 2024 0 repositories listed
• Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities
  25 Apr 2024 0 repositories listed
• Trustworthy Multimodal Fusion for Sentiment Analysis in Ordinal Sentiment Space
  13 Apr 2024 0 repositories listed
• TCAN: Text-oriented Cross Attention Network for Multimodal Sentiment Analysis
  6 Apr 2024 0 repositories listed
• Towards Multimodal Sentiment Analysis Debiasing via Bias Purification
  8 Mar 2024 0 repositories listed
• Emoji Driven Crypto Assets Market Reactions
  16 Feb 2024 0 repositories listed
• Toward Robust Multimodal Learning using Multimodal Foundational Models
  20 Jan 2024 0 repositories listed
• WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge
  12 Jan 2024 0 repositories listed
• Contextual Augmented Global Contrast for Multimodal Intent Recognition
  1 Jan 2024 0 repositories listed
• MART: Masked Affective RepresenTation Learning via Masked Temporal Distribution Distillation
  1 Jan 2024 0 repositories listed
• Multimodal Sentiment Analysis with Missing Modality: A Knowledge-Transfer Approach
  28 Dec 2023 0 repositories listed
• Explainable Multimodal Sentiment Analysis on Bengali Memes
  20 Dec 2023 0 repositories listed
• PowMix: A Versatile Regularizer for Multimodal Sentiment Analysis
  19 Dec 2023 0 repositories listed
• Multimodal Sentiment Analysis: Perceived vs Induced Sentiments
  12 Dec 2023 0 repositories listed
• Improving Multimodal Sentiment Analysis: Supervised Angular Margin-based Contrastive Learning for Enhanced Fusion Representation
  4 Dec 2023 0 repositories listed
• Unsupervised Graph Attention Autoencoder for Attributed Networks using K-means Loss
  21 Nov 2023 0 repositories listed
• Multi-label Emotion Analysis in Conversation via Multimodal Knowledge Distillation
  27 Oct 2023 0 repositories listed
• Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation
  6 Oct 2023 0 repositories listed
• Exploiting Diverse Feature for Multimodal Sentiment Analysis
  25 Aug 2023 0 repositories listed
• ConKI: Contrastive Knowledge Injection for Multimodal Sentiment Analysis
  27 Jun 2023 0 repositories listed
• Modality Influence in Multimodal Machine Learning
  10 Jun 2023 0 repositories listed
• Syntax-aware Hybrid prompt model for Few-shot multi-modal sentiment analysis
  2 Jun 2023 0 repositories listed
• Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning
  15 May 2023 0 repositories listed
• Multimodal Sentiment Analysis: A Survey
  12 May 2023 0 repositories listed
• TextMI: Textualize Multimodal Information for Integrating Non-verbal Cues in Pre-trained Language Models
  27 Mar 2023 0 repositories listed
• Exploring Multimodal Sentiment Analysis via CBAM Attention and Double-layer BiLSTM Architecture
  26 Mar 2023 0 repositories listed
• Curriculum Learning Meets Weakly Supervised Modality Correlation Learning
  15 Dec 2022 0 repositories listed
• A Self-Adjusting Fusion Representation Learning Model for Unaligned Text-Audio Sequences
  12 Nov 2022 0 repositories listed
• Improving the Modality Representation with Multi-View Contrastive Learning for Multimodal Sentiment Analysis
  28 Oct 2022 0 repositories listed
• On the Use of Modality-Specific Large-Scale Pre-Trained Encoders for Multimodal Sentiment Analysis
  28 Oct 2022 0 repositories listed
• Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis
  26 Oct 2022 0 repositories listed
• Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality
  7 Oct 2022 0 repositories listed
• AMOA: Global Acoustic Feature Enhanced Modal-Order-Aware Network for Multimodal Sentiment Analysis
  1 Oct 2022 0 repositories listed
• Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis
  1 Oct 2022 0 repositories listed
• Cross-Modality Gated Attention Fusion for Multimodal Sentiment Analysis
  25 Aug 2022 0 repositories listed
• CMSBERT-CLR: Context-driven Modality Shifting BERT with Contrastive Learning for linguistic, visual, acoustic Representations
  21 Aug 2022 0 repositories listed
• Multi-scale Cooperative Multimodal Transformers for Multimodal Sentiment Analysis in Videos
  16 Jun 2022 0 repositories listed
• Adversarial Multimodal Domain Transfer for Video-Level Sentiment Analysis
  11 May 2022 0 repositories listed
• Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages
  1 May 2022 0 repositories listed
• Multimodal fusion via cortical network inspired losses
  1 May 2022 0 repositories listed
• Multi-channel Attentive Graph Convolutional Network With Sentiment Fusion For Multimodal Sentiment Analysis
  25 Jan 2022 0 repositories listed
• Analyzing Modality Robustness in Multimodal Sentiment Analysis
  16 Jan 2022 0 repositories listed
• Multimodal Representations Learning Based on Mutual Information Maximization and Minimization and Identity Embedding for Multimodal Sentiment Analysis
  10 Jan 2022 0 repositories listed
• ScaleVLAD: Improving Multimodal Sentiment Analysis via Multi-Scale Fusion of Locally Descriptors
  2 Dec 2021 0 repositories listed
• Generalizable Multi-linear Attention Network
  1 Dec 2021 0 repositories listed
• BACN: Bi-direction Attention Capsule-based Network for Multimodal Sentiment Analysis
  16 Nov 2021 0 repositories listed
• Graph-based Fine-grained Multimodal Attention Mechanism for Sentiment Analysis
  16 Nov 2021 0 repositories listed
• Multimodal Sentiment Analysis with Common-sense Modulation
  16 Nov 2021 0 repositories listed
• Sentiment Analysis of Fashion Related Posts in Social Media
  15 Nov 2021 0 repositories listed
• Which is Making the Contribution: Modulating Unimodal and Cross-modal Dynamics for Multimodal Sentiment Analysis
  10 Nov 2021 0 repositories listed
• Stronger Baseline for Robust Results in Multimodal Sentiment Analysis
  1 Nov 2021 0 repositories listed
• StreaMulT: Streaming Multimodal Transformer for Heterogeneous and Arbitrary Long Sequential Data
  15 Oct 2021 0 repositories listed
• Unsupervised Multimodal Language Representations using Convolutional Autoencoders
  6 Oct 2021 0 repositories listed
• Neural Dependency Coding inspired Multimodal Fusion
  28 Sep 2021 0 repositories listed
• A Multimodal Sentiment Dataset for Video Recommendation
  17 Sep 2021 0 repositories listed
• Hybrid Contrastive Learning of Tri-Modal Representation for Multimodal Sentiment Analysis
  4 Sep 2021 0 repositories listed
• Improving Multimodal fusion via Mutual Dependency Maximisation
  31 Aug 2021 0 repositories listed
• A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analysis
  1 Aug 2021 0 repositories listed
• M2Lens: Visualizing and Explaining Multimodal Models for Sentiment Analysis
  17 Jul 2021 0 repositories listed
• Transfer-based adaptive tree for multimodal sentiment analysis based on user latent aspects
  27 Jun 2021 0 repositories listed
• DravidianMultiModality: A Dataset for Multi-modal Sentiment Analysis in Tamil and Malayalam
  9 Jun 2021 0 repositories listed
• Highlight Timestamp Detection Model for Comedy Videos via Multimodal Sentiment Analysis
  28 May 2021 0 repositories listed
• Lightweight Models for Multimodal Sequential Data
  1 Apr 2021 0 repositories listed
• Targeted aspect based multimodal sentiment analysis:an attention capsule extraction and multi-head fusion network
  13 Mar 2021 0 repositories listed
• A Novel Context-Aware Multimodal Framework for Persian Sentiment Analysis
  3 Mar 2021 0 repositories listed
• An AutoML-based Approach to Multimodal Image Sentiment Analysis
  16 Feb 2021 0 repositories listed
• The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements
  15 Jan 2021 0 repositories listed
• BennettNLP at SemEval-2020 Task 8: Multimodal sentiment classification Using Hybrid Hierarchical Classifier
  1 Dec 2020 0 repositories listed
• Multimodal Sentiment Analysis with Multi-perspective Fusion Network Focusing on Sense Attentive Language
  1 Oct 2020 0 repositories listed
• TransModality: An End2End Fusion Method with Transformer for Multimodal Sentiment Analysis
  7 Sep 2020 0 repositories listed
• TPFN: Applying Outer Product along Time to Multimodal Sentiment Analysis Fusion on Incomplete Data
  1 Aug 2020 0 repositories listed
• Gated Mechanism for Attention Based Multimodal Sentiment Analysis
  21 Feb 2020 0 repositories listed
• Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis
  13 Nov 2019 0 repositories listed
• Variational Fusion for Multimodal Sentiment Analysis
  13 Aug 2019 0 repositories listed
• Learning Robust Joint Representations for Multimodal Sentiment Analysis
  22 Oct 2018 0 repositories listed
• Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis
  11 Jul 2018 0 repositories listed
• Polarity and Intensity: the Two Aspects of Sentiment Analysis
  4 Jul 2018 0 repositories listed
• DNN Multimodal Fusion Techniques for Predicting Video Sentiment
  1 Jul 2018 0 repositories listed
• Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph
  1 Jul 2018 0 repositories listed
• Multimodal Sentiment Analysis: Addressing Key Issues and Setting up the Baselines
  19 Mar 2018 0 repositories listed
• Benchmarking Multimodal Sentiment Analysis
  29 Jul 2017 0 repositories listed
• Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis
  1 Sep 2015 0 repositories listed
• 10,000+ Times Accelerated Robust Subset Selection (ARSS)
  12 Sep 2014 0 repositories listed