3 papers
cs.AI2021
Argumentative XAI: A Survey
Kristijonas Čyras, Antonio Rago, Emanuele Albini +2
Explainable AI (XAI) has been investigated for decades and, together with AI itself, has witnessed unprecedented growth in recent years. Among various approaches to XAI, argumentat…
cs.AI2020
Influence-Driven Explanations for Bayesian Network Classifiers
Antonio Rago, Emanuele Albini, Pietro Baroni +1
One of the most pressing issues in AI in recent years has been the need to address the lack of explainability of many of its models. We focus on explanations for discrete Bayesian…
cs.AI2020
Deep Argumentative Explanations
Emanuele Albini, Piyawat Lertvittayakumjorn, Antonio Rago +1
Despite the recent, widespread focus on eXplainable AI (XAI), explanations computed by XAI methods tend to provide little insight into the functioning of Neural Networks (NNs). We…