AI Models Help Find Emergency Posts During Disasters Efficiently
AI models help find emergency posts during disasters using less computing power by identifying requests for help & offers of assistance in social media posts.
This is a Plain English Papers summary of a research paper called AI Models Help Find Emergency Posts During Disasters Using Less Computing Power. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Novel dataset of social media posts for crisis response Machine learning models to identify requests for help and offers of assistance Focus on resource-efficient approaches using small language models Creation of CrisisRO dataset with 15,000+ labeled posts Evaluation across multiple crisis events and languages Plain English Explan...