Monitoring Critical Infrastructure Facilities During Disasters Using Large Language Models

arXiv:2404.14432v1 Announce Type: cross
Abstract: Critical Infrastructure Facilities (CIFs), such as healthcare and transportation facilities, are vital for the functioning of a community, especially during large-scale emergencies. In this paper, we explore a potential application of Large Language Models (LLMs) to monitor the status of CIFs affected by natural disasters through information disseminated in social media networks. To this end, we analyze social media data from two disaster events in two different countries to identify reported impacts to CIFs as …

abstract application arxiv community critical infrastructure cs.ai cs.cl cs.ir cs.si disasters emergencies explore facilities healthcare infrastructure language language models large language large language models llms monitoring natural natural disasters paper scale transportation type vital