zrguo / MPLMM
[ACL 2024 Main] Official PyTorch implementation of the paper "Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition"
☆88Updated 3 months ago
Alternatives and similar repositories for MPLMM:
Users that are interested in MPLMM are comparing it to the libraries listed below
- [AAAI 2025] Official PyTorch implementation of the paper "Bridging the Gap for Test-Time Multimodal Sentiment Analysis"☆24Updated last month
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆53Updated this week
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆95Updated this week
- ☆63Updated 4 months ago
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆33Updated 4 months ago
- ☆29Updated 11 months ago
- ☆14Updated 10 months ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆30Updated last year
- [TMM2022] Source codes of CENet☆31Updated 2 years ago
- The official implementation for paper: Multimodal Emotion Recognition Calibration in Conversations, MM '24.☆12Updated 7 months ago
- Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…☆16Updated last year
- PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis☆33Updated 2 years ago
- ☆27Updated 10 months ago
- [ICASSP 2025] "Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attentio…☆13Updated last week
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆24Updated last year
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆26Updated 2 years ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆64Updated 2 years ago
- Code for GLoMo: Global-Local Modality Fusion for Multimodal Sentiment Analysis☆16Updated 3 months ago
- AdaFN-AG: Enhancing Multimodal Interaction with Adaptive Feature Normalization for Multimodal Sentiment Analysis☆14Updated 3 months ago
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆77Updated last year
- The implementation of CubeMLP☆44Updated last year
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆67Updated last year
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆59Updated 6 months ago
- Code for Findings of ACL 2021 paper: "A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analys…☆28Updated 2 years ago
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆20Updated last year
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆47Updated last year
- ☆25Updated 8 months ago
- ☆22Updated last week
- Code for ACL2023 paper 《DualGATs: Dual Graph Attention Networks for Emotion Recognition in Conversations》☆58Updated last year
- [AAAI'25] DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis☆40Updated 2 months ago