| 2026 | KR | Evaluating LLM-Driven Summarisation of Parliamentary Debates with Computational Argumentation. | Eoghan Cunningham, James P. Cross, Derek Greene, Antonio Rago |
| 2026 | KR | Contestability in Edge-Weighted Quantitative Bipolar Argumentation Frameworks. | Xiang Yin, Nico Potyka, Antonio Rago, Timotheus Kampik, Francesca Toni |
| 2025 | AAAI | Argumentative Large Language Models for Explainable and Contestable Claim Verification. | Gabriel Freedman, Adam Dejl, Deniz Gorur, Xiang Yin, Antonio Rago, Francesca Toni |
| 2025 | COLING | Can Large Language Models perform Relation-based Argument Mining? | Deniz Gorur, Antonio Rago, Francesca Toni |
| 2025 | ECAI | Exploring the Effect of Explanation Content and Format on User Comprehension and Trust in Healthcare. | Antonio Rago, Bence Plfi, Purin Sukpanichnant, Kavyesh Vivek, Hannibal Nabli, Olga Kostopoulou, James Kinross, Francesca Toni |
| 2025 | ECAI | ADA-X: An Online System for Fully Automated, Explainable Review Aggregation. | Lingjun Gao, Hafizh Muyassar, Yeva Hunanyan, Shane Pongpanich, Antonio Rago, Francesca Toni |
| 2025 | ECAI | Argumentatively Coherent Judgmental Forecasting. | Deniz Gorur, Antonio Rago, Francesca Toni |
| 2025 | ECAI | Explainable Prediction of the Mechanical Properties of Composites with CNNs. | Varun Raaghav, Dimitrios Bikos, Antonio Rago, Francesca Toni, Maria Charalambides |
| 2025 | EMNLP | Evaluating Uncertainty Quantification Methods in Argumentative Large Language Models. | Kevin Zhou, Adam Dejl, Gabriel Freedman, Lihu Chen, Antonio Rago, Francesca Toni |
| 2025 | IJCAI | Counterfactual Explanations Under Model Multiplicity and Their Use in Computational Argumentation. | Gianvincenzo Alfano, Adam Gould, Francesco Leofante, Antonio Rago, Francesca Toni |
| 2025 | IJCNLP | Meronymic Ontology Extraction via Large Language Models. | Dekai Zhang, Simone Conia, Antonio Rago |
| 2025 | KR | A Methodology for Incompleteness-Tolerant and Modular Gradual Semantics for Argumentative Statement Graphs. | Antonio Rago, Stylianos Loukas Vasileiou, Son Tran, Francesca Toni, William Yeoh |
| 2025 | KR | On Gradual Semantics for Assumption-Based Argumentation. | Anna Rapberger, Fabrizio Russo, Antonio Rago, Francesca Toni |
| 2025 | SAC | Explainable Reinforcement Learning for Formula One Race Strategy. | Devin Thomas, Junqi Jiang, Avinash Kori, Aaron Russo, Steffen Winkler, Stuart Sale, Joseph McMillan, Francesco Belardinelli, Antonio Rago |
| 2025 | SAC | Explainable Time Series Prediction of Tyre Energy in Formula One Race Strategy. | Jamie Todd, Junqi Jiang, Aaron Russo, Steffen Winkler, Stuart Sale, Joseph McMillan, Antonio Rago |
| 2024 | IJCAI | A Little of That Human Touch: Achieving Human-Centric Explainable AI via Argumentation. | Antonio Rago |
| 2024 | IJCAI | Robust Counterfactual Explanations in Machine Learning: A Survey. | Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni |
| 2024 | KR | Advancing Interactive Explainable AI via Belief Change Theory. | Antonio Rago, Maria Vanina Martinez |
| 2024 | KR | Contestable AI Needs Computational Argumentation. | Francesco Leofante, Hamed Ayoobi, Adam Dejl, Gabriel Freedman, Deniz Gorur, Junqi Jiang, Guilherme Paulino-Passos, Antonio Rago, Anna Rapberger, Fabrizio Russo, Xiang Yin, Dekai Zhang, Francesca Toni |
| 2023 | AAAI | Formalising the Robustness of Counterfactual Explanations for Neural Networks. | Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni |
| 2023 | ACML | Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation. | Junqi Jiang, Jianglin Lan, Francesco Leofante, Antonio Rago, Francesca Toni |
| 2023 | KR | Interactive Explanations by Conflict Resolution via Argumentative Exchanges. | Antonio Rago, Hengzhi Li, Francesca Toni |
| 2023 | KR | ArguCast: A System for Online Multi-Forecasting with Gradual Argumentation. | Deniz Gorur, Antonio Rago, Francesca Toni |
| 2022 | KR | Explaining Causal Models with Argumentation: the Case of Bi-variate Reinforcement. | Antonio Rago, Pietro Baroni, Francesca Toni |
| 2022 | KR | Forecasting Argumentation Frameworks. | Benjamin Irwin, Antonio Rago, Francesca Toni |
| 2021 | IJCAI | Argumentative XAI: A Survey. | Kristijonas Cyras, Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni |
| 2021 | PRICAI | Influence-Driven Explanations for Bayesian Network Classifiers. | Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni |
| 2020 | COMMA | PageRank as an Argumentation Semantics. | Emanuele Albini, Pietro Baroni, Antonio Rago, Francesca Toni |
| 2020 | IJCAI | Relation-Based Counterfactual Explanations for Bayesian Network Classifiers. | Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni |
| 2020 | KR | Argumentation as a Framework for Interactive Explanations for Recommendations. | Antonio Rago, Oana Cocarascu, Christos Bechlivanidis, Francesca Toni |
| 2018 | AAAI | How Many Properties Do We Need for Gradual Argumentation? | Pietro Baroni, Antonio Rago, Francesca Toni |
| 2018 | COMMA | The "Games of Argumentation" Web Platform. | Pietro Baroni, Serena Borsato, Antonio Rago, Francesca Toni |
| 2018 | IJCAI | Argumentation-Based Recommendations: Fantastic Explanations and How to Find Them. | Antonio Rago, Oana Cocarascu, Francesca Toni |
| 2017 | PRIMA | Abstract Games of Argumentation Strategy and Game-Theoretical Argument Strength. | Pietro Baroni, Giulia Comini, Antonio Rago, Francesca Toni |
| 2017 | PRIMA | Quantitative Argumentation Debates with Votes for Opinion Polling. | Antonio Rago, Francesca Toni |
| 2016 | COMMA | Adapting the DF-QuAD Algorithm to Bipolar Argumentation. | Antonio Rago, Kristijonas Cyras, Francesca Toni |
| 2016 | KR | Discontinuity-Free Decision Support with Quantitative Argumentation Debates. | Antonio Rago, Francesca Toni, Marco Aurisicchio, Pietro Baroni |