Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022
☆28Jun 21, 2022Updated 4 years ago
Alternatives and similar repositories for EMMR
Users that are interested in EMMR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆38May 15, 2023Updated 3 years ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆74Nov 9, 2022Updated 3 years ago
- Code for Paper "SWAFN: Sentimental Words Aware Fusion Network for Multimodal Sentiment Analysis", COLING2020☆13Oct 6, 2023Updated 3 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆88Aug 29, 2025Updated last year
- The implementation of CubeMLP☆53May 8, 2023Updated 3 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.
- ☆41Jan 15, 2026Updated 9 months 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
- ☆49Feb 4, 2019Updated 7 years ago
- Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…☆33Jan 9, 2024Updated 2 years ago
- This is the code for Coupled-translation Fusion Network.☆11Dec 2, 2021Updated 4 years ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆159Apr 9, 2025Updated last year
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆266Jun 25, 2022Updated 4 years ago
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆48Mar 10, 2023Updated 3 years ago
- [EMNLP 2022] This repository contains the official implementation of the paper "MM-Align: Learning Optimal Transport-based Alignment Dyna…☆33Mar 10, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis☆35Apr 10, 2023Updated 3 years ago
- repository for UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition☆206Sep 3, 2025Updated last year
- Code for MMLatch: Bottom-up Top-down Fusion for Multimodal Sentiment Analysis https://arxiv.org/abs/2201.09828 (to be presented in ICASSP…☆34Mar 7, 2023Updated 3 years ago
- ☆42Apr 16, 2024Updated 2 years ago
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆127Feb 24, 2026Updated 8 months ago
- This project is the official implementation of ``Self-Supervised Graph Neural Network for Multi-Source Domain Adaptation'' in PyTorch, wh…☆12Nov 4, 2022Updated 3 years ago
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆108May 8, 2025Updated last year
- Multimodal Sentiment Analysis System☆15Aug 4, 2022Updated 4 years ago
- Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)☆126Jun 18, 2022Updated 4 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.
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆38Sep 28, 2023Updated 3 years ago
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆24Jan 2, 2024Updated 2 years ago
- Co-Supervised Learning: Improving Weak-to-Strong Generalization with Hierarchical Mixture of Experts☆15Feb 26, 2024Updated 2 years ago
- [ICLR 2019] Learning Factorized Multimodal Representations☆72Aug 4, 2020Updated 6 years ago
- ☆28Aug 2, 2023Updated 3 years ago
- Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing☆18Sep 24, 2022Updated 4 years ago
- Code for Findings of ACL 2021 paper: "A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analys…☆28Dec 5, 2022Updated 3 years ago
- UniSA: Unified Generative Framework for Sentiment Analysis☆54Apr 29, 2024Updated 2 years ago
- Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)☆28Jan 6, 2025Updated last year
- 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.
- [ACL 2024 Main] Official PyTorch implementation of the paper "Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis a…☆168Dec 13, 2024Updated last year
- Codes for AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis☆51Jun 19, 2023Updated 3 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆31Aug 17, 2023Updated 3 years ago
- ☆33Aug 29, 2024Updated 2 years ago
- [ACM CIKM 2024, Oral] Official code for HiQuE (Hierarchical Question Embedding Network for Multimodal Depression Detection)☆15Nov 18, 2024Updated last year
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆65Nov 16, 2022Updated 3 years ago
- Code for EMNLP 2022 paper “Distilled Dual-Encoder Model for Vision-Language Understanding”☆31May 1, 2023Updated 3 years ago