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Rapid Disaster Response and Damage Estimation with Social Media and Pretrained Large Language Models: Insights from Multiple Hurricanes.

Based on social media's potential in understanding and fortifying situational awareness, these platforms have been widely used in disaster-related research and practice. The accuracy of mining critical, actionable information from social media needs enhancement, however, to support real-time disaste...

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Publicado en:Annals of the American Association of Geographers Vol. 116; no. 3; pp. 501 - 524
Autores principales: Zhou, Bing, Zou, Lei, Yang, Mingzheng, Lin, Binbin, Mandal, Debayan, Abedin, Joynal, Cai, Heng, Ji, Shuiwang, Klein, Andrew, Tian, Hao
Formato: Artículo
Publicado: Taylor & Francis Ltd 2026
Materias:
Social media
Situational awareness
Hurricanes
Emergency management
Language models
Real-time computing
Floods
Acceso en línea:Ver este registro en EBSCOhost