5 papers
Polarity Detection of Sustainable Development Goals in News Text
Andrea Cadeddu, Alessandro Chessa, Vincenzo De Leo +5
The United Nations' Sustainable Development Goals (SDGs) provide a globally recognised framework for addressing major societal, environmental, and economic challenges. While recent…
Integrating Large Language Models and Knowledge Graphs to Capture Political Viewpoints in News Media
Massimiliano Fadda, Enrico Motta, Francesco Osborne +2
News sources play a central role in democratic societies by shaping political and social discourse through specific topics, viewpoints and voices. Understanding these dynamics is e…
A Comparative Study of Task Adaptation Techniques of Large Language Models for Identifying Sustainable Development Goals
Andrea Cadeddu, Alessandro Chessa, Vincenzo De Leo +6
In 2012, the United Nations introduced 17 Sustainable Development Goals (SDGs) aimed at creating a more sustainable and improved future by 2030. However, tracking progress toward t…
Large Language Models for Scholarly Ontology Generation: An Extensive Analysis in the Engineering Field
Tanay Aggarwal, Angelo Salatino, Francesco Osborne +1
Ontologies of research topics are crucial for structuring scientific knowledge, enabling scientists to navigate vast amounts of research, and forming the backbone of intelligent sy…
Triplètoile: Extraction of Knowledge from Microblogging Text
Vanni Zavarella, Sergio Consoli, Diego Reforgiato Recupero +5
Numerous methods and pipelines have recently emerged for the automatic extraction of knowledge graphs from documents such as scientific publications and patents. However, adapting…