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20242026
most citedMonitoring Critical Infrastructure Facilities During Disasters Using Large Language Models

1 citations · 1 across the 5 of their papers we have counts for

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cs.CL2025

GeoResponder: Towards Building Geospatial LLMs for Time-Critical Disaster Response

Ahmed El Fekih Zguir, Ferda Ofli, Muhammad Imran

LLMs excel at linguistic tasks but lack the inner geospatial capabilities needed for time-critical disaster response, where reasoning about road networks, coordinates, and access t…

cs.IR2025

Detecting Actionable Requests and Offers on Social Media During Crises Using LLMs

Ahmed El Fekih Zguir, Ferda Ofli, Muhammad Imran

Natural disasters often result in a surge of social media activity, including requests for assistance, offers of help, sentiments, and general updates. To enable humanitarian organ…