62 citations · 398 across the 40 of their papers we have counts for
4 papers · 1 filter
A Large-Language-Model Framework for Automated Humanitarian Situation Reporting
Ivan Decostanzi, Yelena Mejova, Kyriaki Kalimeri
Timely and accurate situational reports are essential for humanitarian decision-making, yet current workflows remain largely manual, resource intensive, and inconsistent. We presen…
Quantitative Information Extraction from Humanitarian Documents
Daniele Liberatore, Kyriaki Kalimeri, Derya Sever +1
Humanitarian action is accompanied by a mass of reports, summaries, news, and other documents. To guide its activities, important information must be quickly extracted from such fr…
Leave no Place Behind: Improved Geolocation in Humanitarian Documents
Enrico M. Belliardo, Kyriaki Kalimeri, Yelena Mejova
Geographical location is a crucial element of humanitarian response, outlining vulnerable populations, ongoing events, and available resources. Latest developments in Natural Langu…
Developing Annotated Resources for Internal Displacement Monitoring
Fabio Poletto, Yunbai Zhang, Andre Panisson +3
This paper describes in details the design and development of a novel annotation framework and of annotated resources for Internal Displacement, as the outcome of a collaboration w…