Francesca Toni

Venues

Frequent coauthors

Papers

1. Argumentation for Explainable and Globally Contestable Decision Support with LLMs
   KR 2026 ·

   Adam Dejl

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2. Argumentative Debates for Transparent Bias Detection
   AAAI 2026 ·

   Hamed Ayoobi

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3. Contestability in Edge-Weighted Quantitative Bipolar Argumentation Frameworks
   KR 2026 ·

   Xiang Yin

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4. Heterogeneous Graph Neural Networks for Assumption-Based Argumentation
   AAAI 2026 ·

   Preesha Gehlot

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5. X-ABALearn: Argumentative Learning with Semantics à la Carte
   KR 2026 ·

   Emanuele De Angelis

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6. A Methodology for Incompleteness-Tolerant and Modular Gradual Semantics for Argumentative Statement Graphs
   KR 2025 ·

   Antonio Rago

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7. ADA-X: An Online System for Fully Automated, Explainable Review Aggregation
   ECAI 2025 ·

   Lingjun Gao

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8. Argumentation for Explainable Workforce Optimisation
   ECAI 2025 ·

   Jennifer Leigh

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9. Argumentative Large Language Models for Explainable and Contestable Claim Verification
   AAAI 2025 ·

   Gabriel Freedman

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10. Argumentatively Coherent Judgmental Forecasting
    ECAI 2025 ·

    Deniz Gorur

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11. Counterfactual Explanations Under Model Multiplicity and Their Use in Computational Argumentation
    IJCAI 2025 ·

    Gianvincenzo Alfano

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12. Evaluating Uncertainty Quantification Methods in Argumentative Large Language Models
    EMNLP 2025 ·

    Kevin Zhou

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13. Explainable Prediction of the Mechanical Properties of Composites with CNNs
    ECAI 2025 ·

    Varun Raaghav

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14. Exploring the Effect of Explanation Content and Format on User Comprehension and Trust in Healthcare
    ECAI 2025 ·

    Antonio Rago

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15. Free Argumentative Exchanges for Explaining Image Classifiers
    AAMAS 2025 ·

    Avinash Kori

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16. Greedy ABA Learning for Case-Based Reasoning
    AAMAS 2025 ·

    Emanuele De Angelis

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17. Identifiable Object Representations under Spatial Ambiguities
    ICML 2025 ·

    Avinash Kori

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18. Identifying Query-Relevant Neurons in Large Language Models for Long-Form Texts
    AAAI 2025 ·

    Lihu Chen

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19. On Gradual Semantics for Assumption-Based Argumentation
    KR 2025 ·

    Anna Rapberger

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20. On Independence and SCC-Recursiveness in Assumption-Based Argumentation
    IJCAI 2025 ·

    Lydia Blümel

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21. ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation
    AAAI 2025 ·

    Hamed Ayoobi

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22. Representation Consistency for Accurate and Coherent LLM Answer Aggregation
    NeurIPS 2025 ·

    Junqi Jiang

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23. Argumentative Causal Discovery
    KR 2024 ·

    Fabrizio Russo

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24. CE-QArg: Counterfactual Explanations for Quantitative Bipolar Argumentation Frameworks
    KR 2024 ·

    Xiang Yin

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25. Contestable AI Needs Computational Argumentation
    KR 2024 ·

    Francesco Leofante

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26. Dialectical Reconciliation via Structured Argumentative Dialogues
    KR 2024 ·

    Stylianos Loukas Vasileiou

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27. Explaining Arguments' Strength: Unveiling the Role of Attacks and Supports
    IJCAI 2024 ·

    Xiang Yin

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28. Grounded Object-Centric Learning
    ICLR 2024 ·

    Avinash Kori

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29. Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention
    NeurIPS 2024 ·

    Avinash Kori

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30. Instantiations and Computational Aspects of Non-Flat Assumption-based Argumentation
    IJCAI 2024 ·

    Tuomo Lehtonen

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31. Learning Brave Assumption-Based Argumentation Frameworks via ASP
    ECAI 2024 ·

    Emanuele De Angelis

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32. Non-flat ABA Is an Instance of Bipolar Argumentation
    AAAI 2024 ·

    Markus Ulbricht

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33. Preference-Based Abstract Argumentation for Case-Based Reasoning
    KR 2024 ·

    Adam Gould

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34. Recourse under Model Multiplicity via Argumentative Ensembling
    AAMAS 2024 ·

    Junqi Jiang

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35. Robust Counterfactual Explanations in Machine Learning: A Survey
    IJCAI 2024 ·

    Junqi Jiang

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36. Targeted Activation Penalties Help CNNs Ignore Spurious Signals
    AAAI 2024 ·

    Dekai Zhang

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37. The Reasons that Agents Act: Intention and Instrumental Goals
    AAMAS 2024 ·

    Francis Rhys Ward

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