RH-Lin/MissModal

Official Pytorch Implementation of "MissModal: Increasing Robustness to Missing Modality in Multimodal Sentiment Analysis"

MissModal

Official Pytorch Implementation of "MissModal: Increasing Robustness to Missing Modality in Multimodal Sentiment Analysis"

Table of Contents

• Setup
• Download Datasets
• Train
• Acknowledgments

Setup

Python version >= 3.8

pip install -r requirement.txt

Download Datasets

Provide public Multimodal Sentiment Analysis Datasets by Google Cloud Drive

CMU-MOSI: https://drive.google.com/drive/folders/1mGDZe5ZAcb3kmrQjvpCjANcS9Nq-nEvy

CMU-MOSEI: https://drive.google.com/drive/folders/1OTmRiJ00gG4u2JIujLpsJh-cJdVDLvXc

Train

Acknowledgments

We would like to express our gratitude to huggingface and mmsa, which are of great help to our work.