Skip to content

Francesca Toni

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

157

Venues

32

Active years

1993–2026

Best venue rank

A*

Where they publish

Papers

157 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIArgumentative Debates for Transparent Bias Detection.Hamed Ayoobi, Nico Potyka, Anna Rapberger, Francesca Toni
2026AAAIHeterogeneous Graph Neural Networks for Assumption-Based Argumentation.Preesha Gehlot, Anna Rapberger, Fabrizio Russo, Francesca Toni
2026KRX-ABALearn: Argumentative Learning with Semantics la Carte.Emanuele De Angelis, Maurizio Proietti, Francesca Toni
2026KRArgumentation for Explainable and Globally Contestable Decision Support with LLMs.Adam Dejl, Matthew Williams, Francesca Toni
2026KRContestability in Edge-Weighted Quantitative Bipolar Argumentation Frameworks.Xiang Yin, Nico Potyka, Antonio Rago, Timotheus Kampik, Francesca Toni
2025AAAIProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation.Hamed Ayoobi, Nico Potyka, Francesca Toni
2025AAAIIdentifying Query-Relevant Neurons in Large Language Models for Long-Form Texts.Lihu Chen, Adam Dejl, Francesca Toni
2025AAAIArgumentative Large Language Models for Explainable and Contestable Claim Verification.Gabriel Freedman, Adam Dejl, Deniz Gorur, Xiang Yin, Antonio Rago, Francesca Toni
2025COLINGCan Large Language Models perform Relation-based Argument Mining?Deniz Gorur, Antonio Rago, Francesca Toni
2025ECAIExploring the Effect of Explanation Content and Format on User Comprehension and Trust in Healthcare.Antonio Rago, Bence Plfi, Purin Sukpanichnant, Kavyesh Vivek, Hannibal Nabli, Olga Kostopoulou, James Kinross, Francesca Toni
2025ECAIADA-X: An Online System for Fully Automated, Explainable Review Aggregation.Lingjun Gao, Hafizh Muyassar, Yeva Hunanyan, Shane Pongpanich, Antonio Rago, Francesca Toni
2025ECAIArgumentatively Coherent Judgmental Forecasting.Deniz Gorur, Antonio Rago, Francesca Toni
2025ECAIArgumentation for Explainable Workforce Optimisation.Jennifer Leigh, Dimitrios Letsios, Alessandro Mella, Lucio Machetti, Francesca Toni
2025ECAIExplainable Prediction of the Mechanical Properties of Composites with CNNs.Varun Raaghav, Dimitrios Bikos, Antonio Rago, Francesca Toni, Maria Charalambides
2025EMNLPEvaluating Uncertainty Quantification Methods in Argumentative Large Language Models.Kevin Zhou, Adam Dejl, Gabriel Freedman, Lihu Chen, Antonio Rago, Francesca Toni
2025FlAIRSExploring the Potential for Large Language Models to Demonstrate Rational Probabilistic Beliefs.Gabriel Freedman, Francesca Toni
2025ICMLIdentifiable Object Representations under Spatial Ambiguities.Avinash Kori, Francesca Toni, Ben Glocker
2025IJCAICounterfactual Explanations Under Model Multiplicity and Their Use in Computational Argumentation.Gianvincenzo Alfano, Adam Gould, Francesco Leofante, Antonio Rago, Francesca Toni
2025IJCAIOn Independence and SCC-Recursiveness in Assumption-Based Argumentation.Lydia Blmel, Anna Rapberger, Matthias Thimm, Francesca Toni
2025JURIXArgumentative LLMs for Legal Information Entailment.Charlie Lindsay, Francesca Toni, Tien Dat Nguyen, Tan Minh Nguyen, Trang Pham Ngoc Anh, Quang-Huy Chu, Hoang Nhat Nguyen, Le Minh Nguyen
2025KRA Methodology for Incompleteness-Tolerant and Modular Gradual Semantics for Argumentative Statement Graphs.Antonio Rago, Stylianos Loukas Vasileiou, Son Tran, Francesca Toni, William Yeoh
2025KROn Gradual Semantics for Assumption-Based Argumentation.Anna Rapberger, Fabrizio Russo, Antonio Rago, Francesca Toni
2025NeSyNeuro-Argumentative Learning with Case-Based Reasoning.Adam Gould, Francesca Toni
2025NeSyObject-Centric Neuro-Argumentative Learning.Abdul Rahman Jacob, Avinash Kori, Emanuele De Angelis, Ben Glocker, Maurizio Proietti, Francesca Toni
2024AAAINon-flat ABA Is an Instance of Bipolar Argumentation.Markus Ulbricht, Nico Potyka, Anna Rapberger, Francesca Toni
2024AAAITargeted Activation Penalties Help CNNs Ignore Spurious Signals.Dekai Zhang, Matt Williams, Francesca Toni
2024COLINGTowards a Framework for Evaluating Explanations in Automated Fact Verification.Neema Kotonya, Francesca Toni
2024COMMAApplying Attribution Explanations in Truth-Discovery Quantitative Bipolar Argumentation Frameworks.Xiang Yin, Nico Potyka, Francesca Toni
2024COMMAArgumentative Interpretable Image Classification.Hamed Ayoobi, Nico Potyka, Francesca Toni
2024COMMAOn Computing Admissibility in ABA.Tuomo Lehtonen, Anna Rapberger, Francesca Toni, Markus Ulbricht, Johannes P. Wallner
2024COMMAOn the Robustness of Argumentative Explanations.Anna Rapberger, Francesca Toni
2024DISExplaining Image Classifiers with Visual Debates.Avinash Kori, Ben Glocker, Francesca Toni
2024ECAILearning Brave Assumption-Based Argumentation Frameworks via ASP.Emanuele De Angelis, Maurizio Proietti, Francesca Toni
2024ICLRGrounded Object-Centric Learning.Avinash Kori, Francesco Locatello, Fabio De Sousa Ribeiro, Francesca Toni, Ben Glocker
2024IJCAIExplaining Arguments' Strength: Unveiling the Role of Attacks and Supports.Xiang Yin, Nico Potyka, Francesca Toni
2024IJCAIRobust Counterfactual Explanations in Machine Learning: A Survey.Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
2024IJCAIInstantiations and Computational Aspects of Non-Flat Assumption-based Argumentation.Tuomo Lehtonen, Anna Rapberger, Francesca Toni, Markus Ulbricht, Johannes P. Wallner
2024KRArgumentative Causal Discovery.Fabrizio Russo, Anna Rapberger, Francesca Toni
2024KRCE-QArg: Counterfactual Explanations for Quantitative Bipolar Argumentation Frameworks.Xiang Yin, Nico Potyka, Francesca Toni
2024KRPreference-Based Abstract Argumentation for Case-Based Reasoning.Adam Gould, Guilherme Paulino-Passos, Seema Dadhania, Matthew Williams, Francesca Toni
2024KRContestable AI Needs Computational Argumentation.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
2024KRDialectical Reconciliation via Structured Argumentative Dialogues.Stylianos Loukas Vasileiou, Ashwin Kumar, William Yeoh, Tran Cao Son, Francesca Toni
2023AAAIFormalising the Robustness of Counterfactual Explanations for Neural Networks.Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
2023AAAIExplaining Random Forests Using Bipolar Argumentation and Markov Networks.Nico Potyka, Xiang Yin, Francesca Toni
2023ACMLProvably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation.Junqi Jiang, Jianglin Lan, Francesco Leofante, Antonio Rago, Francesca Toni
2023CVPRRobust Hierarchical Symbolic Explanations in Hyperbolic Space for Image Classification.Ainkaran Santhirasekaram, Avinash Kori, Mathias Winkler, Andrea G. Rockall, Francesca Toni, Ben Glocker
2023ECAICausal Discovery and Knowledge Injection for Contestable Neural Networks.Fabrizio Russo, Francesca Toni
2023ECAIArgument Attribution Explanations in Quantitative Bipolar Argumentation Frameworks.Xiang Yin, Nico Potyka, Francesca Toni
2023ECAISpArX: Sparse Argumentative Explanations for Neural Networks.Hamed Ayoobi, Nico Potyka, Francesca Toni
2023ICLPHow well do SOTA legal reasoning models support abductive reasoning?Ha-Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh
2023ICLPBeyond Logic Programming for Legal Reasoning.Ha-Thanh Nguyen, Francesca Toni, Kostas Stathis, Ken Satoh
2023ICLPA Dataset of Contractual Events in Court Decisions.Guilherme Paulino-Passos, Ken Satoh, Francesca Toni
2023JURIXLawGiBa - Combining GPT, Knowledge Bases, and Logic Programming in a Legal Assistance System.Ha-Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh
2023JURIXLearning Case Relevance in Case-Based Reasoning with Abstract Argumentation.Guilherme Paulino-Passos, Francesca Toni
2023KRInteractive Explanations by Conflict Resolution via Argumentative Exchanges.Antonio Rago, Hengzhi Li, Francesca Toni
2023KRArguCast: A System for Online Multi-Forecasting with Gradual Argumentation.Deniz Gorur, Antonio Rago, Francesca Toni
2023NeSyA Roadmap for Neuro-argumentative Learning.Maurizio Proietti, Francesca Toni
2022COMMAOn Monotonicity of Dispute Trees as Explanations for Case-Based Reasoning with Abstract Argumentation.Guilherme Paulino-Passos, Francesca Toni
2022COMMAOn the Tradeoff Between Correctness and Completeness in Argumentative Explainable AI.Nico Potyka, Xiang Yin, Francesca Toni
2022ICLPA Causal Perspective on AI Deception in Games.Francis Rhys Ward, Francesca Toni, Francesco Belardinelli
2022IJCAILogically Consistent Adversarial Attacks for Soft Theorem Provers.Alexander Gaskell, Yishu Miao, Francesca Toni, Lucia Specia
2022IJCAIA causal perspective on AI deception in games.Francis Rhys Ward, Francesco Belardinelli, Francesca Toni
2022ILPLearning Assumption-Based Argumentation Frameworks.Maurizio Proietti, Francesca Toni
2022KRExplaining Causal Models with Argumentation: the Case of Bi-variate Reinforcement.Antonio Rago, Pietro Baroni, Francesca Toni
2022KRForecasting Argumentation Frameworks.Benjamin Irwin, Antonio Rago, Francesca Toni
2022LRECGrASP: A Library for Extracting and Exploring Human-Interpretable Textual Patterns.Piyawat Lertvittayakumjorn, Leshem Choshen, Eyal Shnarch, Francesca Toni
2022LRECA Graph-Based Method for Unsupervised Knowledge Discovery from Financial Texts.Joel Oksanen, Abhilash Majumder, Kumar Saunack, Francesca Toni, Arun Dhondiyal
2021IJCAIArgumentative XAI: A Survey.Kristijonas Cyras, Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni
2021KRMonotonicity and Noise-Tolerance in Case-Based Reasoning with Abstract Argumentation.Guilherme Paulino-Passos, Francesca Toni
2021PRICAIInfluence-Driven Explanations for Bayesian Network Classifiers.Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni
2020COLINGExplainable Automated Fact-Checking: A Survey.Neema Kotonya, Francesca Toni
2020COMMAPageRank as an Argumentation Semantics.Emanuele Albini, Pietro Baroni, Antonio Rago, Francesca Toni
2020COMMADataset Independent Baselines for Relation Prediction in Argument Mining.Oana Cocarascu, Elena Cabrio, Serena Villata, Francesca Toni
2020COMMAFrom Computational Argumentation to Explanation.Francesca Toni
2020ECAIData-Empowered Argumentation for Dialectically Explainable Predictions.Oana Cocarascu, Andria Stylianou, Kristijonas Cyras, Francesca Toni
2020EMNLPExplainable Automated Fact-Checking for Public Health Claims.Neema Kotonya, Francesca Toni
2020EMNLPFIND: Human-in-the-Loop Debugging Deep Text Classifiers.Piyawat Lertvittayakumjorn, Lucia Specia, Francesca Toni
2020IJCAIRelation-Based Counterfactual Explanations for Bayesian Network Classifiers.Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni
2020KRArgumentation as a Framework for Interactive Explanations for Recommendations.Antonio Rago, Oana Cocarascu, Christos Bechlivanidis, Francesca Toni
2020SACFormal verification of debates in argumentation theory.Ria Jha, Francesco Belardinelli, Francesca Toni
2019AAAIArgumentation for Explainable Scheduling.Kristijonas Cyras, Dimitrios Letsios, Ruth Misener, Francesca Toni
2019AMIAROAD2H: Learning Decision Support System for Low- and Middle-Income Countries.Kristijonas Cyras, Jess Domnguez, Amin Karamlou, Denys Prociuk, Vasa Curcin, Brendan Delaney, Francesca Toni, Kalipso Chalkidou, Ara Darzi
2019EMNLPHuman-grounded Evaluations of Explanation Methods for Text Classification.Piyawat Lertvittayakumjorn, Francesca Toni
2019IJCAIOn the Responsibility for Undecisiveness in Preferred and Stable Labellings in Abstract Argumentation (Extended Abstract).Claudia Schulz, Francesca Toni
2018AAAIHow Many Properties Do We Need for Gradual Argumentation?Pietro Baroni, Antonio Rago, Francesca Toni
2018COMMAThe "Games of Argumentation" Web Platform.Pietro Baroni, Serena Borsato, Antonio Rago, Francesca Toni
2018COMMAMachine Arguing: From Data and Rules to Argumentation Frameworks.Francesca Toni
2018IJCAIArgumentation-Based Recommendations: Fantastic Explanations and How to Find Them.Antonio Rago, Oana Cocarascu, Francesca Toni
2018KRArgumentation for Explainable Reasoning with Conflicting Medical Recommendations.Kristijonas Cyras, Brendan Delaney, Denys Prociuk, Francesca Toni, Martin Chapman, Jess Domnguez, Vasa Curcin
2017EMNLPIdentifying attack and support argumentative relations using deep learning.Oana Cocarascu, Francesca Toni
2017ICAILMining Bipolar Argumentation Frameworks from Natural Language Text.Oana Cocarascu, Francesca Toni
2017LPNMRFrom Logic Programming and Non-monotonic Reasoning to Computational Argumentation and Beyond.Francesca Toni
2017PRIMAABAplus: Attack Reversal in Abstract and Structured Argumentation with Preferences.Ziyi Bao, Kristijonas Cyras, Francesca Toni
2017PRIMAAbstract Games of Argumentation Strategy and Game-Theoretical Argument Strength.Pietro Baroni, Giulia Comini, Antonio Rago, Francesca Toni
2017PRIMACapturing Bipolar Argumentation in Non-flat Assumption-Based Argumentation.Kristijonas Cyras, Claudia Schulz, Francesca Toni
2017PRIMAQuantitative Argumentation Debates with Votes for Opinion Polling.Antonio Rago, Francesca Toni
2016COMMAA Pilot Study in Using Argumentation Frameworks for Online Debates.Federico Cerutti, Alexis Palmer, Ariel Rosenfeld, Jan Snajder, Francesca Toni
2016COMMAArgumentation for Machine Learning: A Survey.Oana Cocarascu, Francesca Toni
2016COMMAA System for Supporting the Detection of Deceptive Reviews Using Argument Mining.Oana Cocarascu, Francesca Toni
2016COMMAExplanation for Case-Based Reasoning via Abstract Argumentation.Kristijonas Cyras, Ken Satoh, Francesca Toni
2016COMMAAdapting the DF-QuAD Algorithm to Bipolar Argumentation.Antonio Rago, Kristijonas Cyras, Francesca Toni
2016ECAIDetecting deceptive reviews using Argumentation.Oana Cocarascu, Francesca Toni
2016IJCAIArgumentation: Reconciling Human and Automated Reasoning.Antonis C. Kakas, Loizos Michael, Francesca Toni
2016KRAbstract Argumentation for Case-Based Reasoning.Kristijonas Cyras, Ken Satoh, Francesca Toni
2016KRABA+: Assumption-Based Argumentation with Preferences.Kristijonas Cyras, Francesca Toni
2016KRDiscontinuity-Free Decision Support with Quantitative Argumentation Debates.Antonio Rago, Francesca Toni, Marco Aurisicchio, Pietro Baroni
2015AAAILogic Programming in Assumption-Based Argumentation Revisited - Semantics and Graphical Representation.Claudia Schulz, Francesca Toni
2015AAAIOn Computing Explanations in Argumentation.Xiuyi Fan, Francesca Toni
2015EUMASIdentifying Malicious Behavior in Multi-party Bipolar Argumentation Debates.Dionysios Kontarinis, Francesca Toni
2015ICDMImproving Out-of-Domain Sentiment Polarity Classification Using Argumentation.Lucas Carstens, Francesca Toni
2015IJCAIPotential Based Reward Shaping for Hierarchical Reinforcement Learning.Yang Gao, Francesca Toni
2015LPNMRCharacterising and Explaining Inconsistency in Logic Programs.Claudia Schulz, Ken Satoh, Francesca Toni
2015NAACLTowards relation based Argumentation Mining.Lucas Carstens, Francesca Toni
2015PRIMAMechanism Design for Argumentation-Based Information-Seeking and Inquiry.Xiuyi Fan, Francesca Toni
2014COMMAComplete Assumption Labellings.Claudia Schulz, Francesca Toni
2014COMMAArgument Mining and Social Debates.Lucas Carstens, Francesca Toni, Valentinos Evripidou
2014COMMAArgumentation Logic.Antonis C. Kakas, Francesca Toni, Paolo Mancarella
2014ECAIOn Computing Explanations in Abstract Argumentation.Xiuyi Fan, Francesca Toni
2014ECAIArgumentation Accelerated Reinforcement Learning for Cooperative Multi-Agent Systems.Yang Gao, Francesca Toni
2014ICTAIArgumentation-Based Collaborative Decisions for Design.Valentinos Evripidou, Lucas Carstens, Francesca Toni, David Cabanillas
2013KDDEnhancing sentiment extraction from text by means of arguments.Lucas Carstens, Francesca Toni
2012COMMAArgumentation Dialogues for Two-Agent Conflict Resolution.Xiuyi Fan, Francesca Toni
2012COMMAMechanism Design for Argumentation-based Persuasion.Xiuyi Fan, Francesca Toni
2012COMMAArgumentation-Based Reinforcement Learning for RoboCup Keepaway.Yang Gao, Francesca Toni, Robert Craven
2012ECAIAgent Strategies for ABA-based Information-seeking and Inquiry Dialogues.Xiuyi Fan, Francesca Toni
2012ECAIArgumentation-Based Reinforcement Learning for RoboCup Soccer Keepaway.Yang Gao, Francesca Toni, Robert Craven
2012KREfficient Argumentation for Medical Decision-Making.Robert Craven, Francesca Toni, Cristian Cadar, Adrian Hadad, Matthew Williams
2011IJCAIAssumption-Based Argumentation Dialogues.Xiuyi Fan, Francesca Toni
2010COMMASome design guidelines for practical argumentation systems.Phan Minh Dung, Francesca Toni, Paolo Mancarella
2010COMMATwo-Agent Conflict Resolution with Assumption-Based Argumentation.Xiuyi Fan, Francesca Toni, Adil Hussain
2008COMMATowards argumentation-based contract negotiation.Phan Minh Dung, Phan Minh Thang, Francesca Toni
2008COMMAHybrid argumentation and its properties.Dorian Gaertner, Francesca Toni
2008COMMABasic influence diagrams and the liberal stable semantics.Paul-Amaury Matt, Francesca Toni
2008JELIAA Game-Theoretic Measure of Argument Strength for Abstract Argumentation.Paul-Amaury Matt, Francesca Toni
2007ICLPWeb Sites Verification: An Abductive Logic Programming Tool.Paolo Mancarella, Giacomo Terreni, Francesca Toni
2007LPNMRProgramming Applications in CIFF.Paolo Mancarella, Fariba Sadri, Giacomo Terreni, Francesca Toni
2006COMMAA dialectic procedure for sceptical, assumption-based argumentation.Phan Minh Dung, Paolo Mancarella, Francesca Toni
2006ECAIInterleaving Belief Updating and Reasoning in Abductive Logic Programming.Fariba Sadri, Francesca Toni
2006JELIAA Formal Analysis of KGP Agents.Fariba Sadri, Francesca Toni
2004ECAIThe KGP Model of Agency.Antonis C. Kakas, Paolo Mancarella, Fariba Sadri, Kostas Stathis, Francesca Toni
2004JELIAThe CIFF Proof Procedure for Abductive Logic Programming with Constraints.Ulrich Endriss, Paolo Mancarella, Fariba Sadri, Giacomo Terreni, Francesca Toni
2004JELIAAbductive Logic Programming with CIFF: System Description.Ulrich Endriss, Paolo Mancarella, Fariba Sadri, Giacomo Terreni, Francesca Toni
2003IJCAIProtocol Conformance for Logic-based Agents.Ulrich Endriss, Nicolas Maudet, Fariba Sadri, Francesca Toni
2003IJCAIMinimally intrusive negotiating agents for resource sharing.Fariba Sadri, Francesca Toni, Paolo Torroni
2002JELIAAn Abductive Logic Programming Architecture for Negotiating Agents.Fariba Sadri, Francesca Toni, Paolo Torroni
2001LPNMRE-RES: Reasoning about Actions, Events and Observations.Antonis C. Kakas, Rob Miller, Francesca Toni
2000KRFinding Admissible and Preferred Arguments Can be Very Hard.Yannis Dimopoulos, Bernhard Nebel, Francesca Toni
1999IJCAIPreferred Arguments are Harder to Compute than Stable Extension.Yannis Dimopoulos, Bernhard Nebel, Francesca Toni
1999LPNMRAn Argumentation Framework of Reasoning about Actions and Change.Antonis C. Kakas, Rob Miller, Francesca Toni
1998FQASSemantic Query Optimization through Abduction and Constraint Handling.Gerhard Wetzel, Francesca Toni
1998JELIACombining Introspection and Communication with Rationality and Reactivity in Agents.Pierangelo Dell'Acqua, Fariba Sadri, Francesca Toni
1996ICLPPROCALOG - Programming with Constraints and Abducibles in Logic (Poster Abstract).Gerhard Wetzel, Robert A. Kowalski, Francesca Toni
1996LOPSTRSynthesis of Proof Procedures for Default Reasoning.Phan Minh Dung, Robert A. Kowalski, Francesca Toni
1995ICLPReduction of Abductive Logic Programs to Normal Logic Programs.Francesca Toni, Robert A. Kowalski
1995LOPSTRAn Argumentation-Theoretic Approach to Logic Program Transformation.Francesca Toni, Robert A. Kowalski
1995LPNMRComputing the Acceptability Semantics.Francesca Toni, Antonis C. Kakas
1993LPNMRAn Assumption-Based Framework for Non-Monotonic Reasoning.Andrei Bondarenko, Francesca Toni, Robert A. Kowalski