Zero-Shot Classification of Crisis Tweets Using Instruction-Finetuned Large Language Models

Emma McDaniel, Samuel Scheele, Jeff Liu

Social media posts are frequently identified as a valuable source of open-source intelligence for disaster response, and pre-LLM NLP techniques have been evaluated on datasets of c…