multimodal social media content (text, image) classification

Multi-Task Learning for Disaster Image Classification using MEDIC

Crisis Dataset for Benchmarks Experiments

an Arabic Twitter Corpus for Crisis Events

Emergency Flood Forecasting (2011) 💧 How Do You Predict Floods When All Models Fail? : Grassroots forecasting system that helped 13M people prepare during Thailand's worst disaster - using only existing water data and adaptive research-based models, when conventional prediction tools broke down.

Improving Image Classification in Crisis Informatics Through Modern Generative Approaches