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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…
LML: A Novel Lexicon for the Moral Foundation of Liberty
Oscar Araque, Lorenzo Gatti, Sergio Consoli +1
The moral value of liberty is a central concept in our inference system when it comes to taking a stance towards controversial social issues such as vaccine hesitancy, climate chan…
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…
MoralBERT: A Fine-Tuned Language Model for Capturing Moral Values in Social Discussions
Vjosa Preniqi, Iacopo Ghinassi, Julia Ive +2
Moral values play a fundamental role in how we evaluate information, make decisions, and form judgements around important social issues. Controversial topics, including vaccination…