6 citations · 13 across the 6 of their papers we have counts for
7 papers
Contestable AI needs Computational Argumentation
Francesco Leofante, Hamed Ayoobi, Adam Dejl +10
AI has become pervasive in recent years, but state-of-the-art approaches predominantly neglect the need for AI systems to be contestable. Instead, contestability is advocated by AI…
Technical Report on the Learning of Case Relevance in Case-Based Reasoning with Abstract Argumentation
Guilherme Paulino-Passos, Francesca Toni
Case-based reasoning is known to play an important role in several legal settings. In this paper we focus on a recent approach to case-based reasoning, supported by an instantiatio…
On Interactive Explanations as Non-Monotonic Reasoning
Guilherme Paulino-Passos, Francesca Toni
Recent work shows issues of consistency with explanations, with methods generating local explanations that seem reasonable instance-wise, but that are inconsistent across instances…
Explainable Patterns for Distinction and Prediction of Moral Judgement on Reddit
Ion Stagkos Efstathiadis, Guilherme Paulino-Passos, Francesca Toni
The forum r/AmITheAsshole in Reddit hosts discussion on moral issues based on concrete narratives presented by users. Existing analysis of the forum focuses on its comments, and do…
Monotonicity and Noise-Tolerance in Case-Based Reasoning with Abstract Argumentation (with Appendix)
Guilherme Paulino-Passos, Francesca Toni
Recently, abstract argumentation-based models of case-based reasoning ( in short) have been proposed, originally inspired by the legal domain, but also applicable…
Agree to Disagree: Subjective Fairness in Privacy-Restricted Decentralised Conflict Resolution
Alex Raymond, Matthew Malencia, Guilherme Paulino-Passos +1
Fairness is commonly seen as a property of the global outcome of a system and assumes centralisation and complete knowledge. However, in real decentralised applications, agents onl…