MMSA is a unified framework for Multimodal Sentiment Analysis.
☆1,049Jan 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.☆216Feb 11, 2023Updated 3 years ago
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆263Jun 25, 2022Updated 4 years ago
- ☆85Dec 4, 2024Updated last year
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆103Sep 8, 2022Updated 4 years ago
- repository for UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition☆204Sep 3, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆102Mar 30, 2022Updated 4 years ago
- This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as mul…☆921Mar 15, 2023Updated 3 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆296Mar 14, 2023Updated 3 years ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆155Apr 9, 2025Updated last year
- Paper List for Multimodal Sentiment Analysis☆112Jan 14, 2021Updated 5 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆204Mar 14, 2023Updated 3 years ago
- [ACL'19] [PyTorch] Multimodal Transformer☆999Sep 12, 2022Updated 4 years ago
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆73Nov 27, 2024Updated last year
- Multi-Modality Multi-Loss Fusion Network☆150Jul 28, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆121Feb 24, 2026Updated 6 months ago
- Attention-based multimodal fusion for sentiment analysis☆367Apr 8, 2024Updated 2 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆81Aug 29, 2025Updated last year
- [AAAI'25] DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis☆154Apr 16, 2025Updated last year
- ☆360Dec 4, 2023Updated 2 years ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆173Jun 2, 2023Updated 3 years ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆43Apr 16, 2023Updated 3 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆73Apr 16, 2023Updated 3 years ago
- ☆219Dec 5, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [ACL 2024 Main] Official PyTorch implementation of the paper "Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis a…☆163Dec 13, 2024Updated last year
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆24Jan 2, 2024Updated 2 years ago
- 多模态情感分析——基于BERT+ResNet的多种融合方法☆371Nov 20, 2022Updated 3 years 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
- This paper list is about multimodal sentiment analysis.☆33Jan 27, 2022Updated 4 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆115Oct 14, 2020Updated 5 years ago
- [NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning☆638Jan 27, 2024Updated 2 years ago
- Toolkits for Multimodal Emotion Recognition☆330Jun 5, 2026Updated 3 months ago
- [ACL 2024 SDT] OpenVNA is an open-source framework designed for analyzing the behavior of multimodal language understanding systems under…☆17Jun 18, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- UniSA: Unified Generative Framework for Sentiment Analysis☆54Apr 29, 2024Updated 2 years ago
- ☆140Apr 5, 2023Updated 3 years ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆61Dec 9, 2022Updated 3 years ago
- ☆40Jan 15, 2026Updated 8 months ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆108Feb 9, 2023Updated 3 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆31Aug 17, 2023Updated 3 years ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆73Nov 9, 2022Updated 3 years ago