Toni, Francesca

38 publications

AAAI 2025 Argumentative Large Language Models for Explainable and Contestable Claim Verification Gabriel Freedman, Adam Dejl, Deniz Gorur, Xiang Yin, Antonio Rago, Francesca Toni

IJCAI 2025 Counterfactual Explanations Under Model Multiplicity and Their Use in Computational Argumentation Gianvincenzo Alfano, Adam Gould, Francesco Leofante, Antonio Rago, Francesca Toni

ICML 2025 Identifiable Object Representations Under Spatial Ambiguities Avinash Kori, Francesca Toni, Ben Glocker

ICLRW 2025 Identifiable Object Representations Under Spatial Ambiguities Avinash Kori, Francesca Toni, Ben Glocker

AAAI 2025 Identifying Query-Relevant Neurons in Large Language Models for Long-Form Texts Lihu Chen, Adam Dejl, Francesca Toni

IJCAI 2025 On Independence and SCC-Recursiveness in Assumption-Based Argumentation Lydia Blümel, Anna Rapberger, Matthias Thimm, Francesca Toni

AAAI 2025 ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation Hamed Ayoobi, Nico Potyka, Francesca Toni

NeurIPS 2025 Representation Consistency for Accurate and Coherent LLM Answer Aggregation Junqi Jiang, Tom Bewley, Salim I. Amoukou, Francesco Leofante, Antonio Rago, Saumitra Mishra, Francesca Toni

CLeaR 2025 Shapley-PC: Constraint-Based Causal Structure Learning with a Shapley Inspired Framework Fabrizio Russo, Francesca Toni

IJCAI 2024 Explaining Arguments' Strength: Unveiling the Role of Attacks and Supports Xiang Yin, Nico Potyka, Francesca Toni

ICLR 2024 Grounded Object-Centric Learning Avinash Kori, Francesco Locatello, Fabio De Sousa Ribeiro, Francesca Toni, Ben Glocker

NeurIPS 2024 Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention Avinash Kori, Francesco Locatello, Ainkaran Santhirasekaram, Francesca Toni, Ben Glocker, Fabio De Sousa Ribeiro

IJCAI 2024 Instantiations and Computational Aspects of Non-Flat Assumption-Based Argumentation Tuomo Lehtonen, Anna Rapberger, Francesca Toni, Markus Ulbricht, Johannes Peter Wallner

AAAI 2024 Non-Flat ABA Is an Instance of Bipolar Argumentation Markus Ulbricht, Nico Potyka, Anna Rapberger, Francesca Toni

IJCAI 2024 Robust Counterfactual Explanations in Machine Learning: A Survey Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni

AAAI 2024 Targeted Activation Penalties Help CNNs Ignore Spurious Signals Dekai Zhang, Matt Williams, Francesca Toni

AAAI 2023 Explaining Random Forests Using Bipolar Argumentation and Markov Networks Nico Potyka, Xiang Yin, Francesca Toni

AAAI 2023 Formalising the Robustness of Counterfactual Explanations for Neural Networks Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni

NeurIPSW 2023 GLANCE: Global to Local Architecture-Neutral Concept-Based Explanations Avinash Kori, Ben Glocker, Francesca Toni

NeurIPS 2023 Honesty Is the Best Policy: Defining and Mitigating AI Deception Francis Ward, Francesca Toni, Francesco Belardinelli, Tom Everitt

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

CVPRW 2023 Robust Hierarchical Symbolic Explanations in Hyperbolic Space for Image Classification Ainkaran Santhirasekaram, Avinash Kori, Mathias Winkler, Andrea G. Rockall, Francesca Toni, Ben Glocker

IJCAI 2022 Logically Consistent Adversarial Attacks for Soft Theorem Provers Alexander Gaskell, Yishu Miao, Francesca Toni, Lucia Specia

IJCAI 2021 Argumentative XAI: A Survey Kristijonas Cyras, Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni

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

AAAI 2019 Argumentation for Explainable Scheduling Kristijonas Cyras, Dimitrios Letsios, Ruth Misener, Francesca Toni

IJCAI 2019 On the Responsibility for Undecisiveness in Preferred and Stable Labellings in Abstract Argumentation (Extended Abstract) Claudia Schulz, Francesca Toni

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

AAAI 2018 How Many Properties Do We Need for Gradual Argumentation? Pietro Baroni, Antonio Rago, Francesca Toni

AAAI 2015 Logic Programming in Assumption-Based Argumentation Revisited - Semantics and Graphical Representation Claudia Schulz, Francesca Toni

AAAI 2015 On Computing Explanations in Argumentation Xiuyi Fan, Francesca Toni

IJCAI 2015 Potential Based Reward Shaping for Hierarchical Reinforcement Learning Yang Gao, Francesca Toni

IJCAI 2011 Assumption-Based Argumentation Dialogues Xiuyi Fan, Francesca Toni

JAIR 2008 Computational Logic Foundations of KGP Agents Antonis C. Kakas, Paolo Mancarella, Fariba Sadri, Kostas Stathis, Francesca Toni

JAIR 2006 Negotiating Socially Optimal Allocations of Resources Ulrich Endriss, Nicolas Maudet, Fariba Sadri, Francesca Toni

IJCAI 2003 Minimally Intrusive Negotiating Agents for Resource Sharing Fariba Sadri, Francesca Toni, Paolo Torroni

IJCAI 2003 Protocol Conformance for Logic-Based Agents Ulrich Endriss, Nicolas Maudet, Fariba Sadri, Francesca Toni

IJCAI 1999 Preferred Arguments Are Harder to Compute than Stable Extension Yannis Dimopoulos, Bernhard Nebel, Francesca Toni