Exploration-Lab / COGMEN
☆88Updated 2 years ago
Alternatives and similar repositories for COGMEN:
Users that are interested in COGMEN are comparing it to the libraries listed below
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆85Updated last year
- ☆73Updated 3 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆98Updated 2 years ago
- A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)☆64Updated 4 months ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆43Updated 2 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆121Updated 3 weeks ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆70Updated last year
- ☆183Updated last year
- This is a short tutorial for using the CMU-MultimodalSDK.☆82Updated 6 years ago
- Multimodal (text, acoustic, visual) Sentiment Analysis and Emotion Recognition on CMU-MOSEI dataset.☆24Updated 4 years ago
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆85Updated 2 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆110Updated 4 years ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆56Updated 2 years ago
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆62Updated 8 months ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆67Updated last year
- ☆59Updated 7 months ago
- Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition☆30Updated 4 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆179Updated 2 years ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆33Updated 7 months ago
- A survey of deep multimodal emotion recognition.☆53Updated 2 years ago
- code for "Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation, EMNLP 22"☆76Updated 2 years ago
- ☆34Updated 3 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆58Updated 5 months ago
- Pytorch implementation for the paper: Multivariate, Multi-frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognit…☆36Updated last year
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆224Updated 2 years ago
- ☆26Updated 2 years ago
- Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.☆62Updated 3 years ago
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆207Updated 2 years ago
- Official PyTorch implementation of Multilogue-Net (Best paper runner-up at Challenge-HML @ ACL 2020)☆58Updated 2 years ago
- ☆62Updated 3 months ago