MMSA is a unified framework for Multimodal Sentiment Analysis.
☆1,073Jan 15, 2025Updated last year
Alternatives and similar repositories for MMSA
Users that are interested in MMSA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Tool for extracting multimodal features from videos.☆230Feb 11, 2023Updated 3 years ago
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆266Jun 25, 2022Updated 4 years ago
- ☆85Dec 4, 2024Updated last year
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆159Apr 9, 2025Updated last year
- repository for UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition☆206Sep 3, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as mul…☆919Mar 15, 2023Updated 3 years ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆106Sep 8, 2022Updated 4 years ago
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆104Mar 30, 2022Updated 4 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆297Mar 14, 2023Updated 3 years ago
- Paper List for Multimodal Sentiment Analysis☆113Jan 14, 2021Updated 5 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆205Mar 14, 2023Updated 3 years ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆127Feb 24, 2026Updated 8 months ago
- [AAAI'25] DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis☆158Apr 16, 2025Updated last year
- [ACL'19] [PyTorch] Multimodal Transformer☆1,010Sep 12, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆88Aug 29, 2025Updated last year
- ☆376Dec 4, 2023Updated 2 years ago
- Multi-Modality Multi-Loss Fusion Network☆151Jul 28, 2024Updated 2 years ago
- Attention-based multimodal fusion for sentiment analysis☆368Apr 8, 2024Updated 2 years ago
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆74Nov 27, 2024Updated last year
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆177Jun 2, 2023Updated 3 years ago
- ☆219Dec 5, 2021Updated 4 years ago
- [ACL 2024 Main] Official PyTorch implementation of the paper "Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis a…☆167Dec 13, 2024Updated last year
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆73Apr 16, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆46Apr 16, 2023Updated 3 years ago
- 多模态情感分析——基于BERT+ResNet的多种融合方法☆379Nov 20, 2022Updated 3 years ago
- Toolkits for Multimodal Emotion Recognition☆339Jun 5, 2026Updated 4 months ago
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆24Jan 2, 2024Updated 2 years ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆62Dec 9, 2022Updated 3 years ago
- ☆41Jan 15, 2026Updated 9 months ago
- Code for Findings of ACL 2022 Paper "Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors"☆26Jun 15, 2022Updated 4 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆115Oct 14, 2020Updated 6 years ago
- [NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning☆654Jan 27, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆140Apr 5, 2023Updated 3 years ago
- UniSA: Unified Generative Framework for Sentiment Analysis☆54Apr 29, 2024Updated 2 years ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆73Nov 9, 2022Updated 3 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆31Aug 17, 2023Updated 3 years ago
- [TMM2022] Source codes of CENet☆44Mar 14, 2023Updated 3 years ago
- Codes for AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis☆51Jun 19, 2023Updated 3 years ago
- This paper list is about multimodal sentiment analysis.☆33Jan 27, 2022Updated 4 years ago