4 papers
OmouAI: Argumentative Human-AI Policy Deliberation with Simulated Personas
Stylianos Loukas Vasileiou, Antonio Rago, William Yeoh +1
Debates amongst agents driven by large language models (LLMs) have demonstrated vast potential in various applications, but when these interactions include humans and take place in…
Meronymic Ontology Extraction via Large Language Models
Dekai Zhang, Simone Conia, Antonio Rago
Ontologies have become essential in today's digital age as a way of organising the vast amount of readily available unstructured text. In providing formal structure to this informa…
How Do People Revise Inconsistent Beliefs? Examining Belief Revision in Humans with User Studies
Stylianos Loukas Vasileiou, Antonio Rago, Maria Vanina Martinez +1
Understanding how humans revise their beliefs in light of new information is crucial for developing AI systems which can effectively model, and thus align with, human reasoning. Wh…
Advancing Interactive Explainable AI via Belief Change Theory
Antonio Rago, Maria Vanina Martinez
As AI models become ever more complex and intertwined in humans' daily lives, greater levels of interactivity of explainable AI (XAI) methods are needed. In this paper, we propose…