79 citations · 383 across the 31 of their papers we have counts for
8 papers · 1 filter
QuanReview: Offline, Auditable Reconciliation of Human and LLM Span Annotations
Matteo Musacchio, Juan Cruz Giner Pulero, Isabel Castañeda +4
Structured span annotations, such as quantities with their units, uncertainty modifiers, and event classes, are expensive to create and hard to keep trustworthy once language model…
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…
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…
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…
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…
LibertyMFD: A Lexicon to Assess the Moral Foundation of Liberty
Oscar Araque, Lorenzo Gatti, Kyriaki Kalimeri
Quantifying the moral narratives expressed in the user-generated text, news, or public discourses is fundamental for understanding individuals' concerns and viewpoints and preventi…
MoralStrength: Exploiting a Moral Lexicon and Embedding Similarity for Moral Foundations Prediction
Oscar Araque, Lorenzo Gatti, Kyriaki Kalimeri
Moral rhetoric plays a fundamental role in how we perceive and interpret the information we receive, greatly influencing our decision-making process. Especially when it comes to co…