Francesca Toni

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 204

Top Venues

Imperial College London, UK (PHD)

Education History

Imperial College London, UK

PHD

Publications

Anna Rapberger, Markus Ulbricht, Francesca Toni
On the Correspondence of Non-flat Assumption-based Argumentation and Logic Programming with Negation as Failure in the Head. CoRR (2024)
Gabriel Freedman, Adam Dejl, Deniz Gorur, Xiang Yin, Antonio Rago, Francesca Toni
Argumentative Large Language Models for Explainable and Contestable Decision-Making. CoRR (2024)
Markus Ulbricht, Nico Potyka, Anna Rapberger, Francesca Toni
Non-flat ABA Is an Instance of Bipolar Argumentation. AAAI (2024)
Francis Rhys Ward, Matt MacDermott, Francesco Belardinelli, Francesca Toni, Tom Everitt
The Reasons that Agents Act: Intention and Instrumental Goals. AAMAS (2024)
Xuehao Zhai, Junqi Jiang, Adam Dejl, Antonio Rago, Fangce Guo, Francesca Toni, Aruna Sivakumar
Heterogeneous Graph Neural Networks with Post-hoc Explanations for Multi-modal and Explainable Land Use Inference. CoRR (2024)
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
Recourse under Model Multiplicity via Argumentative Ensembling. AAMAS (2024)
Timotheus Kampik, Nico Potyka, Xiang Yin, Kristijonas Cyras, Francesca Toni
Contribution Functions for Quantitative Bipolar Argumentation Graphs: A Principle-based Analysis. CoRR (2024)
Timotheus Kampik, Nico Potyka, Xiang Yin, Kristijonas Cyras, Francesca Toni
Contribution functions for quantitative bipolar argumentation graphs: A principle-based analysis. Int. J. Approx. Reason. 173 (2024)
Xiang Yin, Nico Potyka, Francesca Toni
CE-QArg: Counterfactual Explanations for Quantitative Bipolar Argumentation Frameworks (Technical Report). CoRR (2024)
Xiang Yin, Nico Potyka, Francesca Toni
Explaining Arguments' Strength: Unveiling the Role of Attacks and Supports (Technical Report). CoRR (2024)
Dekai Zhang, Matt Williams, Francesca Toni
Targeted Activation Penalties Help CNNs Ignore Spurious Signals. AAAI (2024)
Lihu Chen, Adam Dejl, Francesca Toni
Analyzing Key Neurons in Large Language Models. CoRR (2024)
Francis Rhys Ward, Matt MacDermott, Francesco Belardinelli, Francesca Toni, Tom Everitt
The Reasons that Agents Act: Intention and Instrumental Goals. CoRR (2024)
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
Contestable AI needs Computational Argumentation. CoRR (2024)
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
Interval Abstractions for Robust Counterfactual Explanations. CoRR (2024)
Avinash Kori, Francesco Locatello, Fabio De Sousa Ribeiro, Francesca Toni, Ben Glocker
Grounded Object-Centric Learning. ICLR (2024)
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
Robust Counterfactual Explanations in Machine Learning: A Survey. CoRR (2024)
Tuomo Lehtonen, Anna Rapberger, Francesca Toni, Markus Ulbricht, Johannes Peter Wallner
Instantiations and Computational Aspects of Non-Flat Assumption-based Argumentation. CoRR (2024)
Deniz Gorur, Antonio Rago, Francesca Toni
Can Large Language Models perform Relation-based Argument Mining? CoRR (2024)
Fabrizio Russo, Anna Rapberger, Francesca Toni
Argumentative Causal Discovery. CoRR (2024)
Avinash Kori, Francesco Locatello, Ainkaran Santhirasekaram, Francesca Toni, Ben Glocker, Fabio De Sousa Ribeiro
Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention. CoRR (2024)
Neema Kotonya, Francesca Toni
Towards a Framework for Evaluating Explanations in Automated Fact Verification. CoRR (2024)
Neema Kotonya, Francesca Toni
Towards a Framework for Evaluating Explanations in Automated Fact Verification. LREC/COLING (2024)
Francesca Toni, Antonio Rago, Kristijonas Cyras
Forecasting with jury-based probabilistic argumentation. J. Appl. Non Class. Logics 33 (3-4) (2023)
Xiang Yin, Nico Potyka, Francesca Toni
Argument Attribution Explanations in Quantitative Bipolar Argumentation Frameworks (Technical Report). CoRR (2023)
Junqi Jiang, Antonio Rago, Francesco Leofante, Francesca Toni
Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report). CoRR (2023)
Stefania Costantini, Enrico Pontelli, Alessandra Russo, Francesca Toni
International Conference on Logic Programming Special Issue. Theory Pract. Log. Program. 23 (4) (2023)
Francis Rhys Ward, Francesco Belardinelli, Francesca Toni, Tom Everitt
Honesty Is the Best Policy: Defining and Mitigating AI Deception. CoRR (2023)
Ha Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh
LawGiBa - Combining GPT, Knowledge Bases, and Logic Programming in a Legal Assistance System. JURIX (2023)
Francis Ward, Francesca Toni, Francesco Belardinelli, Tom Everitt
Honesty Is the Best Policy: Defining and Mitigating AI Deception. NeurIPS (2023)
Ha-Thanh Nguyen, Francesca Toni, Kostas Stathis, Ken Satoh
Beyond Logic Programming for Legal Reasoning. ICLP Workshops (2023)
Guilherme Paulino-Passos, Francesca Toni
Technical Report on the Learning of Case Relevance in Case-Based Reasoning with Abstract Argumentation. CoRR (2023)
Ha-Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh
How well do SOTA legal reasoning models support abductive reasoning? ICLP Workshops (2023)
Francis Rhys Ward, Francesca Toni, Francesco Belardinelli
Defining Deception in Structural Causal Games. AAMAS (2023)
Nico Potyka, Xiang Yin, Francesca Toni
Explaining Random Forests Using Bipolar Argumentation and Markov Networks. AAAI (2023)
Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni
Achieving descriptive accuracy in explanations via argumentation: The case of probabilistic classifiers. Frontiers Artif. Intell. 6 (2023)
Markus Ulbricht, Nico Potyka, Francesca Toni
Non-flat ABA is an Instance of Bipolar Argumentation. CoRR (2023)
Ainkaran Santhirasekaram, Avinash Kori, Mathias Winkler, Andrea G. Rockall, Francesca Toni, Ben Glocker
Robust Hierarchical Symbolic Explanations in Hyperbolic Space for Image Classification. CVPR Workshops (2023)
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
Formalising the Robustness of Counterfactual Explanations for Neural Networks. AAAI (2023)
Enrico Pontelli, Stefania Costantini, Carmine Dodaro, Sarah Gaggl, Roberta Calegari, Artur D'Avila Garcez, Francesco Fabiano, Alessandra Mileo, Alessandra Russo, Francesca Toni
Proceedings 39th International Conference on Logic Programming. CoRR (2023)
Ha-Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh
A negation detection assessment of GPTs: analysis with the xNot360 dataset. CoRR (2023)
Guilherme Paulino-Passos, Francesca Toni
Learning Case Relevance in Case-Based Reasoning with Abstract Argumentation. JURIX (2023)
Antonio Rago, Hengzhi Li, Francesca Toni
Interactive Explanations by Conflict Resolution via Argumentative Exchanges. CoRR (2023)
Hamed Ayoobi, Nico Potyka, Francesca Toni
SpArX: Sparse Argumentative Explanations for Neural Networks. CoRR (2023)
Maurizio Proietti, Francesca Toni
A Roadmap for Neuro-argumentative Learning. NeSy (2023)
Ha-Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh
Black-Box Analysis: GPTs Across Time in Legal Textual Entailment Task. CoRR (2023)
Fabrizio Russo, Francesca Toni
Causal Discovery and Knowledge Injection for Contestable Neural Networks. ECAI (2023)
Hamed Ayoobi, Nico Potyka, Francesca Toni
ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation [Technical Report]. CoRR (2023)
Dekai Zhang, Matthew Williams, Francesca Toni
Targeted Activation Penalties Help CNNs Ignore Spurious Signals. CoRR (2023)
Piyawat Lertvittayakumjorn, Francesca Toni
Argumentative explanations for pattern-based text classifiers. Argument Comput. 14 (2) (2023)
Cristina Tirsi, Maurizio Proietti, Francesca Toni
ABALearn: An Automated Logic-Based Learning System for ABA Frameworks. AI*IA (2023)
Francesca Toni
Knowledge Representation and Reasoning in the Time of Data-Centric AI (Abstract of Invited Talk). Description Logics (2023)
Hamed Ayoobi, Nico Potyka, Francesca Toni
SpArX: Sparse Argumentative Explanations for Neural Networks. ECAI (2023)
Junqi Jiang, Jianglin Lan, Francesco Leofante, Antonio Rago, Francesca Toni
Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation. CoRR (2023)
Avinash Kori, Francesco Locatello, Francesca Toni, Ben Glocker
Unsupervised Conditional Slot Attention for Object Centric Learning. CoRR (2023)
Junqi Jiang, Jianglin Lan, Francesco Leofante, Antonio Rago, Francesca Toni
Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation. ACML (2023)
Francesca Toni, Nico Potyka, Markus Ulbricht, Pietro Totis
Understanding ProbLog as Probabilistic Argumentation. CoRR (2023)
Fabrizio Russo, Francesca Toni
Shapley-PC: Constraint-based Causal Structure Learning with Shapley Values. CoRR (2023)
Guilherme Paulino-Passos, Ken Satoh, Francesca Toni
A Dataset of Contractual Events in Court Decisions. ICLP Workshops (2023)
Ha-Thanh Nguyen, Francesca Toni, Kostas Stathis, Ken Satoh
Beyond Logic Programming for Legal Reasoning. CoRR (2023)
Stylianos Loukas Vasileiou, Ashwin Kumar, William Yeoh, Tran Cao Son, Francesca Toni
DR-HAI: Argumentation-based Dialectical Reconciliation in Human-AI Interactions. CoRR (2023)
Ha-Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh
How well do SOTA legal reasoning models support abductive reasoning? CoRR (2023)
Xiang Yin, Nico Potyka, Francesca Toni
Argument Attribution Explanations in Quantitative Bipolar Argumentation Frameworks. ECAI (2023)
Antonio Rago, Fabrizio Russo, Emanuele Albini, Francesca Toni, Pietro Baroni
Explaining Classifiers' Outputs with Causal Models and Argumentation. FLAP 10 (3) (2023)
Emanuele De Angelis, Maurizio Proietti, Francesca Toni
ABA Learning via ASP. CoRR (2023)
Maurizio Proietti, Francesca Toni
Learning Assumption-based Argumentation Frameworks. CoRR (2023)
Deniz Gorur, Antonio Rago, Francesca Toni
ArguCast: A System for Online Multi-Forecasting with Gradual Argumentation. Arg&App@KR (2023)
Antonio Rago, Hengzhi Li, Francesca Toni
Interactive Explanations by Conflict Resolution via Argumentative Exchanges. KR (2023)
Adam Dejl, Hamed Ayoobi, Matthew Williams, Francesca Toni
CAFE: Conflict-Aware Feature-wise Explanations. CoRR (2023)
Antonio Rago, Pietro Baroni, Francesca Toni
Explaining Causal Models with Argumentation: the Case of Bi-variate Reinforcement. CoRR (2022)
Francis Rhys Ward, Francesco Belardinelli, Francesca Toni
A causal perspective on AI deception in games. AISafety@IJCAI (2022)
Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni
Descriptive Accuracy in Explanations: The Case of Probabilistic Classifiers. SUM (2022)
Ion Stagkos Efstathiadis, Guilherme Paulino-Passos, Francesca Toni
Explainable Patterns for Distinction and Prediction of Moral Judgement on Reddit. CoRR (2022)
Benjamin Irwin, Antonio Rago, Francesca Toni
Forecasting Argumentation Frameworks. KR (2022)
Francis Rhys Ward, Francesca Toni, Francesco Belardinelli
On Agent Incentives to Manipulate Human Feedback in Multi-Agent Reward Learning Scenarios. AAMAS (2022)
Nico Potyka, Xiang Yin, Francesca Toni
Explaining Random Forests using Bipolar Argumentation and Markov Networks (Technical Report). CoRR (2022)
Piyawat Lertvittayakumjorn, Leshem Choshen, Eyal Shnarch, Francesca Toni
GrASP: A Library for Extracting and Exploring Human-Interpretable Textual Patterns. LREC (2022)
Avinash Kori, Ben Glocker, Francesca Toni
GLANCE: Global to Local Architecture-Neutral Concept-based Explanations. CoRR (2022)
Benjamin Irwin, Antonio Rago, Francesca Toni
Argumentative Forecasting. AAMAS (2022)
Nico Potyka, Xiang Yin, Francesca Toni
Towards a Theory of Faithfulness: Faithful Explanations of Differentiable Classifiers over Continuous Data. CoRR (2022)
Alexander Gaskell, Yishu Miao, Lucia Specia, Francesca Toni
Logically Consistent Adversarial Attacks for Soft Theorem Provers. CoRR (2022)
Guilherme Paulino-Passos, Francesca Toni
On Monotonicity of Dispute Trees as Explanations for Case-Based Reasoning with Abstract Argumentation. ArgXAI@COMMA (2022)
Joel Oksanen, Abhilash Majumder, Kumar Saunack, Francesca Toni, Arun Dhondiyal
A Graph-Based Method for Unsupervised Knowledge Discovery from Financial Texts. LREC (2022)
Benjamin Irwin, Antonio Rago, Francesca Toni
Forecasting Argumentation Frameworks. CoRR (2022)
Fabrizio Russo, Francesca Toni
Causal Discovery and Injection for Feed-Forward Neural Networks. CoRR (2022)
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
Formalising the Robustness of Counterfactual Explanations for Neural Networks. CoRR (2022)
Piyawat Lertvittayakumjorn, Francesca Toni
Argumentative Explanations for Pattern-Based Text Classifiers. CoRR (2022)
Avinash Kori, Ben Glocker, Francesca Toni
Visual Debates. CoRR (2022)
Alexander Gaskell, Yishu Miao, Francesca Toni, Lucia Specia
Logically Consistent Adversarial Attacks for Soft Theorem Provers. IJCAI (2022)
Guilherme Paulino-Passos, Francesca Toni
On Interactive Explanations as Non-Monotonic Reasoning. CoRR (2022)
Dekai Zhang, Francesca Toni, Matthew Williams
A Federated Cox Model with Non-Proportional Hazards. CoRR (2022)
Xiuyi Fan, Francesca Toni
Explainable Decision Making with Lean and Argumentative Explanations. CoRR (2022)
Nico Potyka, Xiang Yin, Francesca Toni
On the Tradeoff Between Correctness and Completeness in Argumentative Explainable AI. ArgXAI@COMMA (2022)
Maurizio Proietti, Francesca Toni
Learning Assumption-Based Argumentation Frameworks. ILP (2022)
Ainkaran Santhirasekaram, Avinash Kori, Andrea G. Rockall, Mathias Winkler, Francesca Toni, Ben Glocker
Hierarchical Symbolic Reasoning in Hyperbolic Space for Deep Discriminative Models. CoRR (2022)
Francis Rhys Ward, Francesco Belardinelli, Francesca Toni
Argumentative Reward Learning: Reasoning About Human Preferences. CoRR (2022)
Antonio Rago, Pietro Baroni, Francesca Toni
Explaining Causal Models with Argumentation: the Case of Bi-variate Reinforcement. KR (2022)
Francis Rhys Ward, Francesca Toni, Francesco Belardinelli
A Causal Perspective on AI Deception in Games. ICLP Workshops (2022)
Emanuele Albini, Pietro Baroni, Antonio Rago, Francesca Toni
Interpreting and explaining pagerank through argumentation semantics. Intelligenza Artificiale 15 (1) (2021)
Kristijonas Cyras, Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni
Argumentative XAI: A Survey. CoRR (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Francesca Toni