Francesca Toni

1. An abstract, argumentation-theoretic approach to default reasoning
   1997/06/01 by A. Bondarenko, A. G. Bondarenko, P.M. Dung +5 · 19 citations
   Computer Science · #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation #Logic, programming, and type systems
2. Computing ideal sceptical argumentation
   2007/05/11 by P.M. Dung, Phan Minh Dũng, Paolo Mancarella +3 · 6 citations
   Computer Science · #Multi-Agent Systems and Negotiation #Logic, Reasoning, and Knowledge #Semantic Web and Ontologies
3. Honesty Is the Best Policy: Defining and Mitigating AI Deception
   2023/12/03 by Francis Rhys Ward, Ward, Francis Rhys, Francesco Belardinelli +5 · 10 citations
   Arts and Humanities · Neuroscience · Social Sciences · #Artificial Intelligence (cs.AI) #Epistemology, Ethics, and Metaphysics #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Psychology of Moral and Emotional Judgment
4. ABA+: Assumption-Based Argumentation with Preferences
   2016/10/10 by Kristijonas Čyras, Francesca Toni, Čyras, Kristijonas +1 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
5. Robust Counterfactual Explanations in Machine Learning: A Survey
   2024/02/02 by Junqi Jiang, Francesco Leofante, Jiang, Junqi +5 · 7 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation
   2023/09/22 by Junqi Jiang, Jianglin Lan, Jiang, Junqi +7 · 5 citations
   Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Machine Learning in Materials Science
7. Identifying Query-Relevant Neurons in Large Language Models for Long-Form Texts
   2024/06/16 by Lihu Chen, Chen, Lihu, Adam Dejl +3 · 1 voice · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural Networks and Applications #Topic Modeling #cs.CL
8. The Reasons that Agents Act: Intention and Instrumental Goals
   2024/02/11 by Francis Rhys Ward, Ward, Francis Rhys, Matt MacDermott +7 · 4 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #Experimental Behavioral Economics Studies #FOS: Computer and information sciences
9. Interactive Explanations by Conflict Resolution via Argumentative Exchanges
   2023/03/27 by Antonio Rago, Hengzhi Li, Rago, Antonio +3 · 5 citations
   Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.4 #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA)
10. Monotonicity and Noise-Tolerance in Case-Based Reasoning with Abstract\n Argumentation (with Appendix)
    2021/07/13 by Guilherme Paulino-Passos, Paulino-Passos, Guilherme, Francesca Toni +1 · 3 citations
    Computer Science · Business, Management and Accounting · #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #Business Process Modeling and Analysis
11. Automatic Product Ontology Extraction from Textual Reviews
    2021/05/23 by Joel Oksanen, Oana Cocarascu, Oksanen, Joel +3 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
12. SpArX: Sparse Argumentative Explanations for Neural Networks [Technical Report]
    2023/01/23 by Hamed Ayoobi, Ayoobi, Hamed, Nico Potyka +3 · 3 citations
    Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science #Topic Modeling
13. Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention
    2024/06/11 by Avinash Kori, Kori, Avinash, Francesco Locatello +9 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
14. Contestable AI needs Computational Argumentation
    2024/05/17 by Francesco Leofante, Leofante, Francesco, Hamed Ayoobi +23 · 3 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
15. Contribution Functions for Quantitative Bipolar Argumentation Graphs: A Principle-based Analysis
    2024/01/16 by Timotheus Kampik, Nico Potyka, Kampik, Timotheus +7 · 3 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Software Engineering Techniques and Practices
16. Can Large Language Models perform Relation-based Argument Mining?
    2024/02/17 by Deniz Gorur, Antonio Rago, Gorur, Deniz +3 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques #Topic Modeling
17. FIND: Human-in-the-Loop Debugging Deep Text Classifiers
    2020/10/10 by Piyawat Lertvittayakumjorn, Lertvittayakumjorn, Piyawat, Lucia Specia +3 · 1 citation
    Computer Science · #Topic Modeling #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI)
18. Instantiations and Computational Aspects of Non-Flat Assumption-based Argumentation
    2024/04/17 by Tuomo Lehtonen, Lehtonen, Tuomo, Anna Rapberger +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
19. Pub-Guard-LLM: Detecting Retracted Biomedical Articles with Reliable Explanations
    2025/02/21 by Lihu Chen, Shaojing Fu, Chen, Lihu +15 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Social Sciences · #Academic integrity and plagiarism #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts
20. Superficial Beliefs in LLM Decision-Making
    2026/06/09 by Gabriel Freedman, Francesca Toni · 1 voice
    Computer Science · #cs.AI
21. Explainable Patterns for Distinction and Prediction of Moral Judgement on Reddit
    2022/01/26 by Ion Stagkos Efstathiadis, Efstathiadis, Ion Stagkos, Guilherme Paulino-Passos +3 · 1 citation
    Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Sentiment Analysis and Opinion Mining
22. Heterogeneous Graph Neural Networks with Post-hoc Explanations for Multi-modal and Explainable Land Use Inference
    2024/06/19 by Xuehao Zhai, Junqi Jiang, Zhai, Xuehao +11 · 2 citations
    Computer Science · Engineering · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Automated Road and Building Extraction #FOS: Computer and information sciences #Traffic Prediction and Management Techniques
23. On Interactive Explanations as Non-Monotonic Reasoning
    2022/07/30 by Guilherme Paulino-Passos, Paulino-Passos, Guilherme, Francesca Toni +1 · 1 citation
    Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Semantic Web and Ontologies
24. Beyond Logic Programming for Legal Reasoning
    2023/06/29 by Ha-Thanh Nguyen, Nguyen, Ha-Thanh, Francesca Toni +5 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence in Law #FOS: Computer and information sciences #Legal Education and Practice Innovations #Logic in Computer Science (cs.LO) #Multi-Agent Systems and Negotiation
25. Targeted Activation Penalties Help CNNs Ignore Spurious Signals
    2023/09/22 by Dekai Zhang, Matthew Williams, Zhang, Dekai +3 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
26. Forecasting Argumentation Frameworks
    2022/05/23 by Benjamin Irwin, Irwin, Benjamin, Antonio Rago +3 · 2 citations
    Decision Sciences · Computer Science · #Decision-Making and Behavioral Economics #Forecasting Techniques and Applications #Advanced Text Analysis Techniques
27. Explaining Arguments' Strength: Unveiling the Role of Attacks and Supports (Technical Report)
    2024/04/22 by Xiang Yin, Potyka Nico, Yin, Xiang +3 · 1 citation
    Decision Sciences · #Artificial Intelligence (cs.AI) #Evaluation and Performance Assessment #FOS: Computer and information sciences
28. Properties of ABA+ for Non-Monotonic Reasoning
    2016/03/29 by Kristijonas Čyras, Cyras, Kristijonas, Francesca Toni +1 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
29. How well do SOTA legal reasoning models support abductive reasoning?
    2023/04/14 by Ha-Thanh Nguyen, Randy Goebel, Nguyen, Ha-Thanh +7 · 1 citation
    Social Sciences · #Artificial Intelligence in Law #Comparative and International Law Studies #FOS: Computer and information sciences #Legal Language and Interpretation #Logic in Computer Science (cs.LO)
30. Causal Discovery and Knowledge Injection for Contestable Neural Networks (with Appendices)
    2022/05/19 by F. Russo, Francesca Toni, Russo, Fabrizio +1 · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Bayesian Modeling and Causal Inference
31. Learning Brave Assumption-Based Argumentation Frameworks via ASP
    2024/08/19 by Emanuele De Angelis, Maurizio Proietti, De Angelis, Emanuele +3 · 2 citations
    Computer Science · Business, Management and Accounting · #Semantic Web and Ontologies #Business Process Modeling and Analysis #Software Engineering Techniques and Practices
32. Preference-Based Abstract Argumentation for Case-Based Reasoning (with Appendix)
    2024/07/31 by Adam Gould, Guilherme Paulino-Passos, Gould, Adam +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies