CrisiLangs: A Multilingual Resource for Crisis Warning Generation

Giacomo Gonella, Stefano Menini, Marco Guerini · 2026 · arXiv

DOI: 10.48550/arXiv.2610.31356 · open-access PDF

Abstract

Communicating with the public during an emergency entails issuing warning messages promptly. In Europe, it often requires producing them in more than one language. Recent work has shown that language models can be trained to generate warning messages as a crisis unfolds, but the available data covers only English. To fill this gap, we present CrisiLangs, a multilingual extension of CrisiText (an English dataset of crisis events paired with warning messages written according to expert communication guidelines) to Italian, Bulgarian, German, and Greek. Expert native speakers translated the warni

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