zrguo / MPLMMLinks
[ACL 2024 Main] Official PyTorch implementation of the paper "Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition"
☆118Updated 10 months ago
Alternatives and similar repositories for MPLMM
Users that are interested in MPLMM are comparing it to the libraries listed below
Sorting:
- [AAAI 2025] Official PyTorch implementation of the paper "Bridging the Gap for Test-Time Multimodal Sentiment Analysis"☆39Updated 8 months ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆89Updated 6 months ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆131Updated 6 months ago
- [AAAI'25] DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis☆96Updated 6 months ago
- ☆80Updated 10 months ago
- Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…☆23Updated last year
- ☆35Updated last year
- ☆38Updated last year
- [NAACL-2024 Finidngs] The official implement of CLGSI☆32Updated 8 months ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆36Updated 2 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆28Updated 2 years ago
- The official implementation for paper: Multimodal Emotion Recognition Calibration in Conversations, MM '24.☆15Updated last year
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆58Updated 11 months ago
- ☆17Updated 10 months ago
- ☆15Updated last year
- ☆18Updated last year
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆73Updated 2 months ago
- Codebase for TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis. The code has been reo…☆16Updated 5 months ago
- [AAAI-2025] The official Implement of MSE-Adapter☆35Updated 3 months ago
- [ICASSP 2025] "Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attentio…☆31Updated 6 months ago
- ☆23Updated 6 months ago
- Generated Multimodal Prompt☆20Updated 2 years ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆81Updated last year
- Crossmodal Translation based Meta Weight Adaption for Robust Image-Text Sentiment Analysis☆13Updated last year
- Official implement of AtCAF: Attention-based causality-aware fusion network for multimodal sentiment analysis☆23Updated last year
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆25Updated last year
- PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis☆34Updated 2 years ago
- Multi-Modality Multi-Loss Fusion Network☆134Updated last year
- Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis☆29Updated 10 months ago
- Code for MInD: Multimodal Information Disentanglement☆17Updated last year