Adapting the DF-QuAD Algorithm to Bipolar Argumentation. - Antonio Rago 001; Kristijonas Cyras; Francesca Toni (SAFA@COMMA, 2016)

Discontinuity-Free Decision Support with Quantitative Argumentation Debates. - Antonio Rago 001; Francesca Toni; Marco Aurisicchio; Pietro Baroni (KR, 2016)

Abstract Games of Argumentation Strategy and Game-Theoretical Argument Strength. - Pietro Baroni; Giulia Comini; Antonio Rago 001; Francesca Toni (PRIMA, 2017)

Quantitative Argumentation Debates with Votes for Opinion Polling. - Antonio Rago 001; Francesca Toni (PRIMA, 2017)

How Many Properties Do We Need for Gradual Argumentation? - Pietro Baroni; Antonio Rago 001; Francesca Toni (AAAI, 2018)

The "Games of Argumentation" Web Platform. - Pietro Baroni; Serena Borsato; Antonio Rago 001; Francesca Toni (COMMA, 2018)

Argumentation-Based Recommendations: Fantastic Explanations and How to Find Them. - Antonio Rago 001; Oana Cocarascu; Francesca Toni (IJCAI, 2018)

On Instantiating Generalised Properties of Gradual Argumentation Frameworks. - Antonio Rago 001; Pietro Baroni; Francesca Toni (SUM, 2018)

Gradual evaluation in argumentation frameworks: methods, properties and applications. - Antonio Rago 001 (2018)

Extracting Dialogical Explanations for Review Aggregations with Argumentative Dialogical Agents. - Oana Cocarascu; Antonio Rago 001; Francesca Toni (AAMAS, 2019)

From fine-grained properties to broad principles for gradual argumentation: A principled spectrum. - Pietro Baroni; Antonio Rago 001; Francesca Toni (Int. J. Approx. Reason., 2019)

PageRank as an Argumentation Semantics. - Emanuele Albini; Pietro Baroni; Antonio Rago 001; Francesca Toni (COMMA, 2020)

Relation-Based Counterfactual Explanations for Bayesian Network Classifiers. - Emanuele Albini; Antonio Rago 001; Pietro Baroni; Francesca Toni (IJCAI, 2020)

Argumentation as a Framework for Interactive Explanations for Recommendations. - Antonio Rago 001; Oana Cocarascu; Christos Bechlivanidis; Francesca Toni (KR, 2020)

Explanation via Machine Arguing. - Oana Cocarascu; Antonio Rago 001; Francesca Toni (RW, 2020)

DAX: Deep Argumentative eXplanation for Neural Networks. - Emanuele Albini; Piyawat Lertvittayakumjorn; Antonio Rago 001; Francesca Toni (CoRR, 2020)

Forging Argumentative Explanations from Causal Models. - Antonio Rago 001; Fabrizio Russo 002; Emanuele Albini; Pietro Baroni; Francesca Toni (AI³@AI*IA, 2021)

Neural QBAFs: Explaining Neural Networks Under LRP-Based Argumentation Frameworks. - Purin Sukpanichnant; Antonio Rago 001; Piyawat Lertvittayakumjorn; Francesca Toni (AI*IA, 2021)

Argflow: A Toolkit for Deep Argumentative Explanations for Neural Networks. - Adam Dejl; Chloe He 002; Pranav Mangal; Hasan Mohsin; Bogdan Surdu; Eduard Voinea; Emanuele Albini; Piyawat Lertvittayakumjorn; Antonio Rago 001; Francesca Toni (AAMAS, 2021)

Argumentative XAI: A Survey. - Kristijonas Cyras; Antonio Rago 001; Emanuele Albini; Pietro Baroni; Francesca Toni (IJCAI, 2021)

Influence-Driven Explanations for Bayesian Network Classifiers. - Emanuele Albini; Antonio Rago 001; Pietro Baroni; Francesca Toni (PRICAI (1), 2021)

Argumentative explanations for interactive recommendations. - Antonio Rago 001; Oana Cocarascu; Christos Bechlivanidis; David A. Lagnado; Francesca Toni (Artif. Intell., 2021)

Interpreting and explaining pagerank through argumentation semantics. - Emanuele Albini; Pietro Baroni; Antonio Rago 001; Francesca Toni (Intelligenza Artificiale, 2021)

Mining Property-driven Graphical Explanations for Data-centric AI from Argumentation Frameworks. - Oana Cocarascu; Kristijonas Cyras; Antonio Rago 001; Francesca Toni (Human-Like Machine Intelligence, 2022)

Argumentative Forecasting. - Benjamin Irwin; Antonio Rago 001; Francesca Toni (AAMAS, 2022)

Explaining Causal Models with Argumentation: the Case of Bi-variate Reinforcement. - Antonio Rago 001; Pietro Baroni; Francesca Toni (KR, 2022)

Forecasting Argumentation Frameworks. - Benjamin Irwin; Antonio Rago 001; Francesca Toni (KR, 2022)

Descriptive Accuracy in Explanations: The Case of Probabilistic Classifiers. - Emanuele Albini; Antonio Rago 001; Pietro Baroni; Francesca Toni (SUM, 2022)

Formalising the Robustness of Counterfactual Explanations for Neural Networks. - Junqi Jiang; Francesco Leofante; Antonio Rago 001; Francesca Toni (AAAI, 2023)

Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation. - Junqi Jiang; Jianglin Lan; Francesco Leofante; Antonio Rago 001; Francesca Toni (ACML, 2023)

Interactive Explanations by Conflict Resolution via Argumentative Exchanges. - Antonio Rago 001; Hengzhi Li; Francesca Toni (KR, 2023)

ArguCast: A System for Online Multi-Forecasting with Gradual Argumentation. - Deniz Gorur; Antonio Rago 001; Francesca Toni (Arg&App@KR, 2023)

Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report). - Junqi Jiang; Antonio Rago 001; Francesco Leofante; Francesca Toni (CoRR, 2023)

Explaining Classifiers' Outputs with Causal Models and Argumentation. - Antonio Rago 001; Fabrizio Russo 002; Emanuele Albini; Francesca Toni; Pietro Baroni (FLAP, 2023)

Achieving descriptive accuracy in explanations via argumentation: The case of probabilistic classifiers. - Emanuele Albini; Antonio Rago 001; Pietro Baroni; Francesca Toni (Frontiers Artif. Intell., 2023)

Forecasting with jury-based probabilistic argumentation. - Francesca Toni; Antonio Rago 001; Kristijonas Cyras (J. Appl. Non Class. Logics, 2023)

Recourse under Model Multiplicity via Argumentative Ensembling. - Junqi Jiang; Francesco Leofante; Antonio Rago 001; Francesca Toni (AAMAS, 2024)

Predicting Human Judgement in Online Debates with Argumentation. - Beauty Oluokun; Guilherme Paulino-Passos; Antonio Rago 001; Francesca Toni (CMNA@COMMA, 2024)

A Little of That Human Touch: Achieving Human-Centric Explainable AI via Argumentation. - Antonio Rago 001 (IJCAI, 2024)

Robust Counterfactual Explanations in Machine Learning: A Survey. - Junqi Jiang; Francesco Leofante; Antonio Rago 001; Francesca Toni (IJCAI, 2024)

Advancing Interactive Explainable AI via Belief Change Theory. - Antonio Rago 001; Maria Vanina Martinez (KR, 2024)

Contestable AI Needs Computational Argumentation. - Francesco Leofante; Hamed Ayoobi; Adam Dejl; Gabriel Freedman; Deniz Gorur; Junqi Jiang; Guilherme Paulino-Passos; Antonio Rago 001; Anna Rapberger; Fabrizio Russo 002; Xiang Yin 007; Dekai Zhang; et al. (KR, 2024)

Integrating User Preferences into Gradual Bipolar Argumentation for Personalised Decision Support. - Elisa Battaglia; Pietro Baroni; Antonio Rago 001; Francesca Toni (SUM, 2024)

Interval abstractions for robust counterfactual explanations. - Junqi Jiang; Francesco Leofante; Antonio Rago 001; Francesca Toni (Artif. Intell., 2024)

Argumentative Large Language Models for Explainable and Contestable Decision-Making. - Gabriel Freedman; Adam Dejl; Deniz Gorur; Xiang Yin 007; Antonio Rago 001; Francesca Toni (CoRR, 2024)

Exploring the Effect of Explanation Content and Format on User Comprehension and Trust. - Antonio Rago 001; Bence Palfi; Purin Sukpanichnant; Hannibal Nabli; Kavyesh Vivek; Olga Kostopoulou; James Kinross; Francesca Toni (CoRR, 2024)

A Methodology for Gradual Semantics for Structured Argumentation under Incomplete Information. - Antonio Rago 001; Stylianos Loukas Vasileiou; Francesca Toni; Tran Cao Son; William Yeoh 001 (CoRR, 2024)

Argumentation and Machine Learning. - Antonio Rago 001; Kristijonas Cyras; Jack Mumford; Oana Cocarascu (CoRR, 2024)

Argumentative Large Language Models for Explainable and Contestable Claim Verification. - Gabriel Freedman; Adam Dejl; Deniz Gorur; Xiang Yin 007; Antonio Rago 001; Francesca Toni (AAAI, 2025)

Can Large Language Models perform Relation-based Argument Mining? - Deniz Gorur; Antonio Rago 001; Francesca Toni (COLING, 2025)

Free Argumentative Exchanges for Explaining Image Classifiers. - Avinash Kori; Antonio Rago 001; Francesca Toni (AAMAS, 2025)

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 001 (SAC, 2025)

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 001 (SAC, 2025)

Argumentative review aggregation and dialogical explanations. - Antonio Rago 001; Oana Cocarascu; Joel Oksanen; Francesca Toni (Artif. Intell., 2025)

Heterogeneous graph neural networks with post-hoc explanations for multi-modal and explainable land use inference. - Xuehao Zhai; Junqi Jiang; Adam Dejl; Antonio Rago 001; Fangce Guo; Francesca Toni; Aruna Sivakumar (Inf. Fusion, 2025)

Explainable Prediction of the Mechanical Properties of Composites with CNNs. - Varun Raaghav; Dimitrios Bikos; Antonio Rago 001; Francesca Toni; Maria Charalambides (CoRR, 2025)

Aggregating bipolar opinions through bipolar assumption-based argumentation. - Charles Dickie; Stefan Lauren; Francesco Belardinelli; Antonio Rago 001; Francesca Toni (Auton. Agents Multi Agent Syst., 2025)

How Do People Revise Inconsistent Beliefs? Examining Belief Revision in Humans with User Studies. - Stylianos Loukas Vasileiou; Antonio Rago 001; Maria Vanina Martinez; William Yeoh 001 (CoRR, 2025)

Argumentative Ensembling for Robust Recourse under Model Multiplicity. - Junqi Jiang; Antonio Rago 001; Francesco Leofante; Francesca Toni (CoRR, 2025)

Representation Consistency for Accurate and Coherent LLM Answer Aggregation. - Junqi Jiang; Tom Bewley; Salim I. Amoukou; Francesco Leofante; Antonio Rago 001; Saumitra Mishra; Francesca Toni (CoRR, 2025)

On Gradual Semantics for Assumption-Based Argumentation. - Anna Rapberger; Fabrizio Russo 002; Antonio Rago 001; Francesca Toni (CoRR, 2025)

Contestability in Quantitative Argumentation. - Xiang Yin 007; Nico Potyka; Antonio Rago 001; Timotheus Kampik; Francesca Toni (CoRR, 2025)

Argumentatively Coherent Judgmental Forecasting. - Deniz Gorur; Antonio Rago 001; Francesca Toni (CoRR, 2025)

MArgE: Meshing Argumentative Evidence from Multiple Large Language Models for Justifiable Claim Verification. - Ming Pok Ng; Junqi Jiang; Gabriel Freedman; Antonio Rago 001; Francesca Toni (CoRR, 2025)