CrisisTransformers: Pre-trained Language Models and Sentence Encoders for Effective Analysis of Crisis-Related Social Media Texts

CrisisTransformers, an ensemble of pre-trained language models and sentence encoders, outperforms existing models across various crisis-related text classification and sentence encoding tasks, demonstrating the benefits of domain-specific pre-training for processing crisis-related social media content.