Abductive Logic Programming. - Antonis C. Kakas; Robert A. Kowalski; Francesca Toni (J. Log. Comput., 1992)

An Assumption-Based Framework for Non-Monotonic Reasoning. - Andrei Bondarenko; Francesca Toni; Robert A. Kowalski (LPNMR, 1993)

Towards a Declarative and Efficient Glass-Box CLP Language. - Robert A. Kowalski; Francesca Toni; Gerhard Wetzel (WLP, 1994)

A Semantics for the Kakas-Mancarella Procedure for Abductive Logic Programming. - Francesca Toni (GULP-PRODE, 1995)

Reduction of Abductive Logic Programs to Normal Logic Programs. - Francesca Toni; Robert A. Kowalski (ICLP, 1995)

An Argumentation-Theoretic Approach to Logic Program Transformation. - Francesca Toni; Robert A. Kowalski (LOPSTR, 1995)

Computing the Acceptability Semantics. - Francesca Toni; Antonis C. Kakas (LPNMR, 1995)

A Theorem-Proving approach to CLP. - Gerhard Wetzel; Robert A. Kowalski; Francesca Toni (WLP, 1995)

Abductive logic programming. - Francesca Toni (1995)

PROCALOG - Programming with Constraints and Abducibles in Logic (Poster Abstract). - Gerhard Wetzel; Robert A. Kowalski; Francesca Toni (JICSLP, 1996)

Synthesis of Proof Procedures for Default Reasoning. - Phan Minh Dung; Robert A. Kowalski; Francesca Toni (LOPSTR, 1996)

Abstract Argumentation. - Robert A. Kowalski; Francesca Toni (Artif. Intell. Law, 1996)

On the Relationship Between Chain Queries and Linear Datalog Programs. - Foto N. Afrati; Francesca Toni (DDLP, 1997)

An Abstract, Argumentation-Theoretic Approach to Default Reasoning. - Andrei Bondarenko; Phan Minh Dung; Robert A. Kowalski; Francesca Toni (Artif. Intell., 1997)

Semantic Query Optimization through Abduction and Constraint Handling. - Gerhard Wetzel; Francesca Toni (FQAS, 1998)

Combining Introspection and Communication with Rationality and Reactivity in Agents. - Pierangelo Dell'Acqua; Fariba Sadri; Francesca Toni (JELIA, 1998)

Executing Suspended Logic Programs. - Robert A. Kowalski; Francesca Toni; Gerhard Wetzel (Fundam. Informaticae, 1998)

Abduction with Negation as Failure for Active and Reactive Rules. - Fariba Sadri; Francesca Toni (AI*IA, 1999)

Preferred Arguments are Harder to Compute than Stable Extension. - Yannis Dimopoulos; Bernhard Nebel; Francesca Toni (IJCAI, 1999)

An Argumentation Framework of Reasoning about Actions and Change. - Antonis C. Kakas; Rob Miller 002; Francesca Toni (LPNMR, 1999)

Computing Argumentation in Logic Programming. - Antonis C. Kakas; Francesca Toni (J. Log. Comput., 1999)

Finding Admissible and Preferred Arguments Can be Very Hard. - Yannis Dimopoulos; Bernhard Nebel; Francesca Toni (KR, 2000)

E-RES: A System for Reasoning about Actions, Events and Observations - Antonis C. Kakas; Rob Miller 002; Francesca Toni (CoRR, 2000)

Planning with Incomplete Information - Antonis C. Kakas; Rob Miller 002; Francesca Toni (CoRR, 2000)

Dialogues for Negotiation: Agent Varieties and Dialogue Sequences. - Fariba Sadri; Francesca Toni; Paolo Torroni (ATAL, 2001)

Extending a Logic Based One-to-One Negotiation Framework to One-to-Many Negotiation. - Paolo Torroni; Francesca Toni (ESAW, 2001)

E-RES: Reasoning about Actions, Events and Observations. - Antonis C. Kakas; Rob Miller 002; Francesca Toni (LPNMR, 2001)

Automated information management via abductive logic agents. - Francesca Toni (Telematics Informatics, 2001)

Argumentation-Based Proof Procedures for Credulous and Sceptical Non-monotonic Reasoning. - Phan Minh Dung; Paolo Mancarella; Francesca Toni (Computational Logic: Logic Programming and Beyond, 2002)

Access-as-you-need: A Computational Logic Framework for Accessing Resources in Artificial Societies. - Francesca Toni; Kostas Stathis (ESAW, 2002)

An Abductive Logic Programming Architecture for Negotiating Agents. - Fariba Sadri; Francesca Toni; Paolo Torroni (JELIA, 2002)

On the computational complexity of assumption-based argumentation for default reasoning. - Yannis Dimopoulos; Bernhard Nebel; Francesca Toni (Artif. Intell., 2002)

Logic-Based Agent Communication Protocols. - Ulrich Endriss; Nicolas Maudet; Fariba Sadri; Francesca Toni (Workshop on Agent Communication Languages, 2003)

On optimal outcomes of negotiations over resources. - Ulrich Endriss; Nicolas Maudet; Fariba Sadri; Francesca Toni (AAMAS, 2003)

Aspects of protocol conformance in inter-agent dialogue. - Ulrich Endriss; Nicolas Maudet; Fariba Sadri; Francesca Toni (AAMAS, 2003)

Protocol Conformance for Logic-based Agents. - 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)

Cooperation and Competition in ALIAS: A Logic Framework for Agents that Negotiate. - Anna Ciampolini; Evelina Lamma; Paola Mello; Francesca Toni; Paolo Torroni (Ann. Math. Artif. Intell., 2003)

Linearisability on datalog programs. - Foto N. Afrati; Manolis Gergatsoulis; Francesca Toni (Theor. Comput. Sci., 2003)

Declarative Agent Control. - Antonis C. Kakas; Paolo Mancarella; Fariba Sadri; Kostas Stathis; Francesca Toni (CLIMA, 2004)

Planning Partially for Situated Agents. - Paolo Mancarella; Fariba Sadri; Giacomo Terreni; Francesca Toni (CLIMA, 2004)

On Modelling Multi-agent Systems Declaratively. - Andrea Bracciali; Paolo Mancarella; Kostas Stathis; Francesca Toni (DALT, 2004)

The KGP Model of Agency. - Antonis C. Kakas; Paolo Mancarella; Fariba Sadri; Kostas Stathis; Francesca Toni (ECAI, 2004)

Engineering Stable Multi-agent Systems. - Andrea Bracciali; Paolo Mancarella; Kostas Stathis; Francesca Toni (ESAW, 2004)

Ambient Intelligence Using KGP Agents. - Kostas Stathis; Francesca Toni (EUSAI, 2004)

The KGP Model of Agency for Global Computing: Computational Model and Prototype Implementation. - Andrea Bracciali; Neophytos Demetriou; Ulrich Endriss; Antonis C. Kakas; Wenjin Lu; Paolo Mancarella; Fariba Sadri; Kostas Stathis; Giacomo Terreni; Francesca Toni (Global Computing, 2004)

The CIFF Proof Procedure for Abductive Logic Programming with Constraints. - Ulrich Endriss; Paolo Mancarella; Fariba Sadri; Giacomo Terreni; Francesca Toni (JELIA, 2004)

Abductive Logic Programming with CIFF: System Description. - Ulrich Endriss; Paolo Mancarella; Fariba Sadri; Giacomo Terreni; Francesca Toni (JELIA, 2004)

Variety of Behaviours Through Profiles in Logic-Based Agents. - Fariba Sadri; Francesca Toni (CLIMA, 2005)

Multi-agent Systems in Computational Logic: Challenges and Outcomes of the SOCS Project. - Francesca Toni (CLIMA, 2005)

Normative KGP Agents: A Preliminary Report. - Fariba Sadri; Francesca Toni; Kostas Stathis (NORMAS, 2005)

Egalitarian Allocations of Indivisible Resources: Theory and Computation. - Paul-Amaury Matt; Francesca Toni (CIA, 2006)

A dialectic procedure for sceptical, assumption-based argumentation. - Phan Minh Dung; Paolo Mancarella; Francesca Toni (COMMA, 2006)

Interleaving Belief Updating and Reasoning in Abductive Logic Programming. - Fariba Sadri; Francesca Toni (ECAI, 2006)

Building Next Generation Service-Oriented Architectures using Argumentation Agents. - Vasa Curcin; Moustafa Ghanem; Yike Guo; Francesca Toni; Kostas Stathis (NODe/GSEM, 2006)

A Formal Analysis of KGP Agents. - Fariba Sadri; Francesca Toni (JELIA, 2006)

Dialectic proof procedures for assumption-based, admissible argumentation. - Phan Minh Dung; Robert A. Kowalski; Francesca Toni (Artif. Intell., 2006)

Normative KGP agents. - Fariba Sadri; Kostas Stathis; Francesca Toni (Comput. Math. Organ. Theory, 2006)

Negotiating Socially Optimal Allocations of Resources. - Ulrich Endriss; Nicolas Maudet; Fariba Sadri; Francesca Toni (J. Artif. Intell. Res., 2006)

Decision Making with a KGP Agent System. - Jeremy Forth; Kostas Stathis; Francesca Toni (J. Decis. Syst., 2006)

A Multi-layered General Agent Model. - Stefania Costantini; Arianna Tocchio; Francesca Toni; Panagiota Tsintza (AI*IA, 2007)

Preferences and Assumption-Based Argumentation for Conflict-Free Normative Agents. - Dorian Gaertner; Francesca Toni (ArgMAS, 2007)

Infinitesimal nash transfers for resource allocation in strong social alliances. - Paul-Amaury Matt; Francesca Toni (AAMAS, 2007)

Assumption-Based Argumentation for Selection and Composition of Services. - Francesca Toni (CLIMA, 2007)

E-Business in ArguGRID. - Francesca Toni (GECON, 2007)

Web Sites Verification: An Abductive Logic Programming Tool. - Paolo Mancarella; Giacomo Terreni; Francesca Toni (ICLP, 2007)

Vers une architecture modulaire d'agent argumentatif pour la composition de services. - Maxime Morge; Jarred McGinnis; Stefano Bromuri; Francesca Toni; Paolo Mancarella; Kostas Stathis (JFSMA, 2007)

Assumption-Based Argumentation for Closed and Consistent Defeasible Reasoning. - Francesca Toni (JSAI, 2007)

Programming Applications in CIFF. - Paolo Mancarella; Fariba Sadri; Giacomo Terreni; Francesca Toni (LPNMR, 2007)

Computing ideal sceptical argumentation. - Phan Minh Dung; Paolo Mancarella; Francesca Toni (Artif. Intell., 2007)

Computing Arguments and Attacks in Assumption-Based Argumentation. - Dorian Gaertner; Francesca Toni (IEEE Intell. Syst., 2007)

A security framework for agent-based systems. - Jamal Bentahar; Francesca Toni; John-Jules Ch. Meyer; Jihad Labban (Int. J. Web Inf. Syst., 2007)

Argumentative KGP Agents for Service Composition. - Francesca Toni (AAAI Spring Symposium: Emotion, Personality, and Social Behavior, 2008)

Agreeing on Institutional Goals for Multi-agent Societies. - Dorian Gaertner; Juan A. Rodríguez-Aguilar; Francesca Toni (COIN@AAMAS&AAAI, 2008)

Argumentation-based agents for eProcurement. - Paul-Amaury Matt; Francesca Toni; Thanassis Stournaras; Dimitris Dimitrelos (AAMAS (Industry Track), 2008)

Computational Logic and Agent Based Systems. - Paolo Mancarella; Francesca Toni (Il Milione, 2008)

Towards argumentation-based contract negotiation. - Phan Minh Dung; Phan Minh Thang; Francesca Toni (COMMA, 2008)

Hybrid argumentation and its properties. - Dorian Gaertner; Francesca Toni (COMMA, 2008)

Basic influence diagrams and the liberal stable semantics. - Paul-Amaury Matt; Francesca Toni (COMMA, 2008)

The ArguGRID Platform: An Overview. - Francesca Toni; Mary Grammatikou; Stella Kafetzoglou; Leonidas Lymberopoulos; Symeon Papavassiliou; Dorian Gaertner; Maxime Morge; Stefano Bromuri; Jarred McGinnis; Kostas Stathis; Vasa Curcin; Moustafa Ghanem; et al. (GECON, 2008)

A Game-Theoretic Measure of Argument Strength for Abstract Argumentation. - Paul-Amaury Matt; Francesca Toni (JELIA, 2008)

Computational logic-based agents. - Francesca Toni; Jamal Bentahar (Auton. Agents Multi Agent Syst., 2008)

Web Sites Repairing through Abduction. - Paolo Mancarella; Giacomo Terreni; Francesca Toni (WWV, 2008)

Computational Logic Foundations of KGP Agents. - Antonis C. Kakas; Paolo Mancarella; Fariba Sadri; Kostas Stathis; Francesca Toni (J. Artif. Intell. Res., 2008)

Assumption-Based Argumentation for Epistemic and Practical Reasoning. - Francesca Toni (Computable Models of the Law, Languages, Dialogues, Games, Ontologies, 2008)

Assumption-Based Argumentation. - Phan Minh Dung; Robert A. Kowalski; Francesca Toni (Argumentation in Artificial Intelligence, 2009)

Assumption-Based Argumentation for Communicating Agents. - Adil Hussain; Francesca Toni (AAAI Fall Symposium: The Uses of Computational Argumentation, 2009)

Dominant Decisions by Argumentation Agents. - Paul-Amaury Matt; Francesca Toni; Juan R. Vaccari (ArgMAS, 2009)

A multi-agent system for service discovery, selection and negotiation. - Stefano Bromuri; Visara Urovi; Maxime Morge; Kostas Stathis; Francesca Toni (AAMAS (2), 2009)

A Formal Framework of Virtual Organisations as Agent Societies - Jarred McGinnis; Kostas Stathis; Francesca Toni (FAVO, 2009)

The CIFF proof procedure for abductive logic programming with constraints: Theory, implementation and experiments. - Paolo Mancarella; Giacomo Terreni; Fariba Sadri; Francesca Toni; Ulle Endriss (Theory Pract. Log. Program., 2009)

Knowledge Representation and Non-monotonic Reasoning. - Laura Giordano 001; Francesca Toni (25 Years GULP, 2010)

Combining statistics and arguments to compute trust. - Paul-Amaury Matt; Maxime Morge; Francesca Toni (AAMAS, 2010)

Some design guidelines for practical argumentation systems. - Phan Minh Dung; Francesca Toni; Paolo Mancarella (COMMA, 2010)

Two-Agent Conflict Resolution with Assumption-Based Argumentation. - Xiuyi Fan; Francesca Toni; Adil Hussain (COMMA, 2010)

Argumentative agents. - Francesca Toni (IMCSIT, 2010)

Conflict resolution with argumentation dialogues. - Xiuyi Fan; Francesca Toni (AAMAS, 2011)

Collaborative diagnosis of exceptions to contracts. - Özgür Kafali; Francesca Toni; Paolo Torroni (AAMAS, 2011)

Reasoning about Exceptions to Contracts. - Özgür Kafali; Francesca Toni; Paolo Torroni (CLIMA, 2011)

Assumption-Based Argumentation Dialogues. - Xiuyi Fan; Francesca Toni (IJCAI, 2011)

A First Step towards Argumentation Dialogues for Discovery. - Xiuyi Fan; Francesca Toni (TAFA, 2011)

Bottom-Up Argumentation. - Francesca Toni; Paolo Torroni (TAFA, 2011)

Computational logic in agent based systems. - Paolo Mancarella; Francesca Toni (Intelligenza Artificiale, 2011)

A formal model of agent-oriented virtual organisations and their formation. - Jarred McGinnis; Kostas Stathis; Francesca Toni (Multiagent Grid Syst., 2011)

Semi-negative Abductive Logic Programs with Implicative Integrity Constraints: Semantics and Properties. - Paolo Mancarella; Francesca Toni (Logic Programs, Norms and Action, 2012)

Argumentation Dialogues for Two-Agent Conflict Resolution. - Xiuyi Fan; Francesca Toni (COMMA, 2012)

Mechanism Design for Argumentation-based Persuasion. - Xiuyi Fan; Francesca Toni (COMMA, 2012)

Argumentation-Based Reinforcement Learning for RoboCup Keepaway. - Yang Gao 021; Francesca Toni; Robert Craven (COMMA, 2012)

Agent Strategies for ABA-based Information-seeking and Inquiry Dialogues. - Xiuyi Fan; Francesca Toni (ECAI, 2012)

Argumentation-Based Reinforcement Learning for RoboCup Soccer Keepaway. - Yang Gao 021; Francesca Toni; Robert Craven (ECAI, 2012)

Efficient Argumentation for Medical Decision-Making. - Robert Craven; Francesca Toni; Cristian Cadar; Adrian Hadad; Matthew Williams 001 (KR, 2012)

Argumentation and Voting for an Intelligent User Empowering Business Directory on the Web. - Valentinos Evripidou; Francesca Toni (RR, 2012)

Reasoning on the Web with Assumption-Based Argumentation. - Francesca Toni (Reasoning Web, 2012)

Special Issue on Argumentation in Agreement Technologies. - Sanjay Modgil; Francesca Toni (J. Log. Comput., 2012)

A Combination of Knowledge and Argumentation Based System for Supporting Injection Mould Design. - David Cabanillas; Francesc Bonada; Raquel Ventura; Francesca Toni; Valentinos Evripidou; Lucas Carstens; Liceth Rebolledo (CCIA, 2013)

An Argumentation-Based Approach for Automatic Evaluation of Design Debates. - Pietro Baroni; Marco Romano; Francesca Toni; Marco Aurisicchio; Giorgio Bertanza (CLIMA, 2013)

Assumption-Based Argumentation for Decision-Making with Preferences: A Medical Case Study. - Xiuyi Fan; Robert Craven; Ramsay Singer; Francesca Toni; Matthew Williams 001 (CLIMA, 2013)

Enhancing sentiment extraction from text by means of arguments. - Lucas Carstens; Francesca Toni (WISDOM, 2013)

Graph-Based Dispute Derivations in Assumption-Based Argumentation. - Robert Craven; Francesca Toni; Matthew Williams 001 (TAFA, 2013)

Decision Making with Assumption-Based Argumentation. - Xiuyi Fan; Francesca Toni (TAFA, 2013)

Argumentation Accelerated Reinforcement Learning for RoboCup Keepaway-Takeaway. - Yang Gao 021; Francesca Toni (TAFA, 2013)

Quaestio-it.com: From Debates Towards Trustworthy Answers - (Extended Abstract). - Valentinos Evripidou; Francesca Toni (TRUST, 2013)

A generalised framework for dispute derivations in assumption-based argumentation. - Francesca Toni (Artif. Intell., 2013)

Preface to the special issue on Agreement Technologies. - Gordan Jezic; Sascha Ossowski; Francesca Toni; George A. Vouros (Artif. Intell. Rev., 2013)

ABA-Based Answer Set Justification. - Claudia Schulz 001; Francesca Toni (Theory Pract. Log. Program., 2013)

Argumentative Agents for Service-Oriented Computing. - Maxime Morge; Jarred McGinnis; Stefano Bromuri; Paolo Mancarella; Kostas Stathis; Francesca Toni (Multiagent Systems and Applications - Volume 1, 2013)

Dialogical two-agent decision making with assumption-based argumentation. - Xiuyi Fan; Francesca Toni; Andrei Mocanu; Matthew Williams 001 (AAMAS, 2014)

Argumentation-based reinforcement learning for robocup soccer takeaway. - Yang Gao 021; Francesca Toni (AAMAS, 2014)

Argumentation for Propositional Logic and Nonmonotonic Reasoning. - Antonis C. Kakas; Francesca Toni; Paolo Mancarella (CILC, 2014)

From Logic Programming to Argumentation and Back. - Francesca Toni (CILC, 2014)

Complete Assumption Labellings. - Claudia Schulz 001; Francesca Toni (COMMA, 2014)

Argument Mining and Social Debates. - Lucas Carstens; Francesca Toni; Valentinos Evripidou (COMMA, 2014)

Argumentation Logic. - Antonis C. Kakas; Francesca Toni; Paolo Mancarella (COMMA, 2014)

On Computing Explanations in Abstract Argumentation. - Xiuyi Fan; Francesca Toni (ECAI, 2014)

Argumentation Accelerated Reinforcement Learning for Cooperative Multi-Agent Systems. - Yang Gao 021; Francesca Toni (ECAI, 2014)

Explaining Best Decisions via Argumentation. - Qiaoting Zhong; Xiuyi Fan; Francesca Toni; Xudong Luo 004 (ECSI, 2014)

Argumentation-Based Collaborative Decisions for Design. - Valentinos Evripidou; Lucas Carstens; Francesca Toni; David Cabanillas (ICTAI, 2014)

A general framework for sound assumption-based argumentation dialogues. - Xiuyi Fan; Francesca Toni (Artif. Intell., 2014)

Introduction to structured argumentation. - Philippe Besnard; Alejandro Javier García; Anthony Hunter; Sanjay Modgil; Henry Prakken; Guillermo Ricardo Simari; Francesca Toni (Argument Comput., 2014)

A tutorial on assumption-based argumentation. - Francesca Toni (Argument Comput., 2014)

Quaestio-it.com: a social intelligent debating platform. - Valentinos Evripidou; Francesca Toni (J. Decis. Syst., 2014)

On the integration of trust with negotiation, argumentation and semantics. - Piero A. Bonatti; Eugénio C. Oliveira; Jordi Sabater-Mir; Carles Sierra; Francesca Toni (Knowl. Eng. Rev., 2014)

Logic Programming in Assumption-Based Argumentation Revisited - Semantics and Graphical Representation. - Claudia Schulz 001; Francesca Toni (AAAI, 2015)

On Computing Explanations in Argumentation. - Xiuyi Fan; Francesca Toni (AAAI, 2015)

Identifying Malicious Behavior in Multi-party Bipolar Argumentation Debates. - Dionysios Kontarinis; Francesca Toni (EUMAS/AT, 2015)

An Overview of Argumentation Frameworks for Decision Support. - Lucas Carstens; Xiuyi Fan; Yang Gao 021; Francesca Toni (GKR, 2015)

Improving Out-of-Domain Sentiment Polarity Classification Using Argumentation. - Lucas Carstens; Francesca Toni (ICDM Workshops, 2015)

Potential Based Reward Shaping for Hierarchical Reinforcement Learning. - Yang Gao 021; Francesca Toni (IJCAI, 2015)

Characterising and Explaining Inconsistency in Logic Programs. - Claudia Schulz 001; Ken Satoh; Francesca Toni (LPNMR, 2015)

Towards relation based Argumentation Mining. - Lucas Carstens; Francesca Toni (ArgMining@HLT-NAACL, 2015)

Mechanism Design for Argumentation-Based Information-Seeking and Inquiry. - Xiuyi Fan; Francesca Toni (PRIMA, 2015)

Comparing and Integrating Argumentation-Based with Matrix-Based Decision Support in Arg&Dec. - Marco Aurisicchio; Pietro Baroni; Dario Pellegrini; Francesca Toni (TAFA, 2015)

Non-Monotonic Inference Properties for Assumption-Based Argumentation. - Kristijonas Cyras; Francesca Toni (TAFA, 2015)

On Explanations for Non-Acceptable Arguments. - Xiuyi Fan; Francesca Toni (TAFA, 2015)

AI Communications track on agreement technologies. - Carles Sierra; Francesca Toni (AI Commun., 2015)

Automatic evaluation of design alternatives with quantitative argumentation. - Pietro Baroni; Marco Romano; Francesca Toni; Marco Aurisicchio; Giorgio Bertanza (Argument Comput., 2015)

Introduction to the 31st International Conference on Logic Programming special issue. - Thomas Eiter; Francesca Toni (Theory Pract. Log. Program., 2015)

On the Interplay between Games, Argumentation and Dialogues. - Xiuyi Fan; Francesca Toni (AAMAS, 2016)

Argumentation-Based Multi-Agent Decision Making with Privacy Preserved. - Yang Gao 021; Francesca Toni; Hao Wang 005; Fanjiang Xu (AAMAS, 2016)

A Pilot Study in Using Argumentation Frameworks for Online Debates. - Federico Cerutti 001; Alexis Palmer; Ariel Rosenfeld; Jan Snajder; Francesca Toni (SAFA@COMMA, 2016)

Argumentation for Machine Learning: A Survey. - Oana Cocarascu; Francesca Toni (COMMA, 2016)

A System for Supporting the Detection of Deceptive Reviews Using Argument Mining. - Oana Cocarascu; Francesca Toni (COMMA, 2016)

Explanation for Case-Based Reasoning via Abstract Argumentation. - Kristijonas Cyras; Ken Satoh; Francesca Toni (COMMA, 2016)

Adapting the DF-QuAD Algorithm to Bipolar Argumentation. - Antonio Rago 001; Kristijonas Cyras; Francesca Toni (SAFA@COMMA, 2016)

Detecting deceptive reviews using Argumentation. - Oana Cocarascu; Francesca Toni (PrAISe@ECAI, 2016)

Argumentation: Reconciling Human and Automated Reasoning. - Antonis C. Kakas; Loizos Michael; Francesca Toni (Bridging@IJCAI, 2016)

Abstract Argumentation for Case-Based Reasoning. - Kristijonas Cyras; Ken Satoh; Francesca Toni (KR, 2016)

ABA+: Assumption-Based Argumentation with Preferences. - Kristijonas Cyras; Francesca Toni (KR, 2016)

Discontinuity-Free Decision Support with Quantitative Argumentation Debates. - Antonio Rago 001; Francesca Toni; Marco Aurisicchio; Pietro Baroni (KR, 2016)

Argument graphs and assumption-based argumentation. - Robert Craven; Francesca Toni (Artif. Intell., 2016)

Properties of ABA+ for Non-Monotonic Reasoning. - Kristijonas Cyras; Francesca Toni (CoRR, 2016)

Justifying answer sets using argumentation. - Claudia Schulz 001; Francesca Toni (Theory Pract. Log. Program., 2016)

Identifying attack and support argumentative relations using deep learning. - Oana Cocarascu; Francesca Toni (EMNLP, 2017)

Mining Bipolar Argumentation Frameworks from Natural Language Text. - Oana Cocarascu; Francesca Toni (CMNA@ICAIL, 2017)

From Logic Programming and Non-monotonic Reasoning to Computational Argumentation and Beyond. - Francesca Toni (LPNMR, 2017)

ABAplus: Attack Reversal in Abstract and Structured Argumentation with Preferences. - Ziyi Bao; Kristijonas Cyras; Francesca Toni (PRIMA, 2017)

Abstract Games of Argumentation Strategy and Game-Theoretical Argument Strength. - Pietro Baroni; Giulia Comini; Antonio Rago 001; Francesca Toni (PRIMA, 2017)

Capturing Bipolar Argumentation in Non-flat Assumption-Based Argumentation. - Kristijonas Cyras; Claudia Schulz 001; Francesca Toni (PRIMA, 2017)

Quantitative Argumentation Debates with Votes for Opinion Polling. - Antonio Rago 001; Francesca Toni (PRIMA, 2017)

Assumption-based Argumentation: Disputes, Explanations, Preferences. - Kristijonas Cyras; Xiuyi Fan; Claudia Schulz 001; Francesca Toni (FLAP, 2017)

Labellings for assumption-based and abstract argumentation. - Claudia Schulz 001; Francesca Toni (Int. J. Approx. Reason., 2017)

Using Argumentation to Improve Classification in Natural Language Problems. - Lucas Carstens; Francesca Toni (ACM Trans. Internet Techn., 2017)

How Many Properties Do We Need for Gradual Argumentation? - Pietro Baroni; Antonio Rago 001; Francesca Toni (AAAI, 2018)

The "Games of Argumentation" Web Platform. - Pietro Baroni; Serena Borsato; Antonio Rago 001; Francesca Toni (COMMA, 2018)

Machine Arguing: From Data and Rules to Argumentation Frameworks. - Francesca Toni (COMMA, 2018)

Argumentation-Based Recommendations: Fantastic Explanations and How to Find Them. - Antonio Rago 001; Oana Cocarascu; Francesca Toni (IJCAI, 2018)

Argumentation for Explainable Reasoning with Conflicting Medical Recommendations. - Kristijonas Cyras; Brendan Delaney; Denys Prociuk; Francesca Toni; Martin Chapman; Jesús Domínguez; Vasa Curcin (MedRACER+WOMoCoE@KR, 2018)

On Instantiating Generalised Properties of Gradual Argumentation Frameworks. - Antonio Rago 001; Pietro Baroni; Francesca Toni (SUM, 2018)

On the responsibility for undecisiveness in preferred and stable labellings in abstract argumentation. - Claudia Schulz 001; Francesca Toni (Artif. Intell., 2018)

Combining Deep Learning and Argumentative Reasoning for the Analysis of Social Media Textual Content Using Small Data Sets. - Oana Cocarascu; Francesca Toni (Comput. Linguistics, 2018)

Argumentation for Explainable Scheduling (Full Paper with Proofs). - Kristijonas Cyras; Dimitrios Letsios; Ruth Misener; Francesca Toni (CoRR, 2018)

On Argumentation Logic and Propositional Logic. - Antonis C. Kakas; Paolo Mancarella; Francesca Toni (Stud Logica, 2018)

Argumentation for Explainable Scheduling. - Kristijonas Cyras; Dimitrios Letsios; Ruth Misener; Francesca Toni (AAAI, 2019)

ROAD2H: Learning Decision Support System for Low- and Middle-Income Countries. - Kristijonas Cyras; Jesús Domínguez; Amin Karamlou; Denys Prociuk; Vasa Curcin; Brendan Delaney; Francesca Toni; Kalipso Chalkidou; Ara Darzi (AMIA, 2019)

Gradual Argumentation Evaluation for Stance Aggregation in Automated Fake News Detection. - Neema Kotonya; Francesca Toni (ArgMining@ACL, 2019)

Extracting Dialogical Explanations for Review Aggregations with Argumentative Dialogical Agents. - Oana Cocarascu; Antonio Rago 001; Francesca Toni (AAMAS, 2019)

Complexity Results and Algorithms for Bipolar Argumentation. - Amin Karamlou; Kristijonas Cyras; Francesca Toni (AAMAS, 2019)

Deciding the Winner of a Debate Using Bipolar Argumentation. - Amin Karamlou; Kristijonas Cyras; Francesca Toni (AAMAS, 2019)

Human-grounded Evaluations of Explanation Methods for Text Classification. - Piyawat Lertvittayakumjorn; Francesca Toni (EMNLP/IJCNLP (1), 2019)

On the Responsibility for Undecisiveness in Preferred and Stable Labellings in Abstract Argumentation (Extended Abstract). - Claudia Schulz 001; Francesca Toni (IJCAI, 2019)

Extracting information from free text through unsupervised graph-based clustering: an application to patient incident records. - M. Tarik Altuncu; Eloise Sorin; Joshua D. Symons; Erik Mayer; Sophia N. Yaliraki; Francesca Toni; Mauricio Barahona (CoRR, 2019)

Explanations by arbitrated argumentative dispute. - Kristijonas Cyras; David Birch; Yike Guo; Francesca Toni; Rajvinder Dulay; Sally Turvey; Daniel Greenberg; Tharindi Hapuarachchi (Expert Syst. Appl., 2019)

An explainable multi-attribute decision model based on argumentation. - Qiaoting Zhong; Xiuyi Fan; Xudong Luo 004; Francesca Toni (Expert Syst. Appl., 2019)

From fine-grained properties to broad principles for gradual argumentation: A principled spectrum. - Pietro Baroni; Antonio Rago 001; Francesca Toni (Int. J. Approx. Reason., 2019)

AI-assisted Schedule Explainer for Nurse Rostering. - Kristijonas Cyras; Amin Karamlou; Myles Lee; Dimitrios Letsios; Ruth Misener; Francesca Toni (AAMAS, 2020)

Explainable Automated Fact-Checking: A Survey. - Neema Kotonya; Francesca Toni (COLING, 2020)

PageRank as an Argumentation Semantics. - Emanuele Albini; Pietro Baroni; Antonio Rago 001; Francesca Toni (COMMA, 2020)

Dataset Independent Baselines for Relation Prediction in Argument Mining. - Oana Cocarascu; Elena Cabrio; Serena Villata; Francesca Toni (COMMA, 2020)

From Computational Argumentation to Explanation. - Francesca Toni (SAFA@COMMA, 2020)

Data-Empowered Argumentation for Dialectically Explainable Predictions. - Oana Cocarascu; Andria Stylianou; Kristijonas Cyras; Francesca Toni (ECAI, 2020)

Explainable Automated Fact-Checking for Public Health Claims. - Neema Kotonya; Francesca Toni (EMNLP (1), 2020)

FIND: Human-in-the-Loop Debugging Deep Text Classifiers. - Piyawat Lertvittayakumjorn; Lucia Specia; Francesca Toni (EMNLP (1), 2020)

Relation-Based Counterfactual Explanations for Bayesian Network Classifiers. - Emanuele Albini; Antonio Rago 001; Pietro Baroni; Francesca Toni (IJCAI, 2020)

Argumentation as a Framework for Interactive Explanations for Recommendations. - Antonio Rago 001; Oana Cocarascu; Christos Bechlivanidis; Francesca Toni (KR, 2020)

Explanation via Machine Arguing. - Oana Cocarascu; Antonio Rago 001; Francesca Toni (RW, 2020)

Formal verification of debates in argumentation theory. - Ria Jha; Francesco Belardinelli; Francesca Toni (SAC, 2020)

On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic programming and n-person games: 25 years later. - Pietro Baroni; Francesca Toni; Bart Verheij (Argument Comput., 2020)

A Dataset Independent Set of Baselines for Relation Prediction in Argument Mining. - Oana Cocarascu; Elena Cabrio; Serena Villata; Francesca Toni (CoRR, 2020)

Cautious Monotonicity in Case-Based Reasoning with Abstract Argumentation. - Guilherme Paulino-Passos; Francesca Toni (CoRR, 2020)

DAX: Deep Argumentative eXplanation for Neural Networks. - Emanuele Albini; Piyawat Lertvittayakumjorn; Antonio Rago 001; Francesca Toni (CoRR, 2020)

Forging Argumentative Explanations from Causal Models. - Antonio Rago 001; Fabrizio Russo 002; Emanuele Albini; Pietro Baroni; Francesca Toni (AI³@AI*IA, 2021)

Neural QBAFs: Explaining Neural Networks Under LRP-Based Argumentation Frameworks. - Purin Sukpanichnant; Antonio Rago 001; Piyawat Lertvittayakumjorn; Francesca Toni (AI*IA, 2021)

Argflow: A Toolkit for Deep Argumentative Explanations for Neural Networks. - Adam Dejl; Chloe He 002; Pranav Mangal; Hasan Mohsin; Bogdan Surdu; Eduard Voinea; Emanuele Albini; Piyawat Lertvittayakumjorn; Antonio Rago 001; Francesca Toni (AAMAS, 2021)

Aggregating Bipolar Opinions. - Stefan Lauren; Francesco Belardinelli; Francesca Toni (AAMAS, 2021)

Argumentative XAI: A Survey. - Kristijonas Cyras; Antonio Rago 001; Emanuele Albini; Pietro Baroni; Francesca Toni (IJCAI, 2021)

Monotonicity and Noise-Tolerance in Case-Based Reasoning with Abstract Argumentation. - Guilherme Paulino-Passos; Francesca Toni (KR, 2021)

Influence-Driven Explanations for Bayesian Network Classifiers. - Emanuele Albini; Antonio Rago 001; Pietro Baroni; Francesca Toni (PRICAI (1), 2021)

Computational complexity of flat and generic Assumption-Based Argumentation, with and without probabilities. - Kristijonas Cyras; Quentin Heinrich; Francesca Toni (Artif. Intell., 2021)

Argumentative explanations for interactive recommendations. - Antonio Rago 001; Oana Cocarascu; Christos Bechlivanidis; David A. Lagnado; Francesca Toni (Artif. Intell., 2021)

Assumption-based argumentation with preferences and goals for patient-centric reasoning with interacting clinical guidelines. - Kristijonas Cyras; Tiago Oliveira 002; Amin Karamlou; Francesca Toni (Argument Comput., 2021)

Aggregating Bipolar Opinions (With Appendix). - Stefan Lauren; Francesco Belardinelli; Francesca Toni (CoRR, 2021)

Automatic Product Ontology Extraction from Textual Reviews. - Joel Oksanen; Oana Cocarascu; Francesca Toni (CoRR, 2021)

An Explanatory Query-Based Framework for Exploring Academic Expertise. - Oana Cocarascu; Andrew McLean; Paul French; Francesca Toni (CoRR, 2021)

Monotonicity and Noise-Tolerance in Case-Based Reasoning with Abstract Argumentation (with Appendix). - Guilherme Paulino-Passos; Francesca Toni (CoRR, 2021)

Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification. - Neema Kotonya; Thomas Spooner; Daniele Magazzeni; Francesca Toni (CoRR, 2021)

Interpreting and explaining pagerank through argumentation semantics. - Emanuele Albini; Pietro Baroni; Antonio Rago 001; Francesca Toni (Intelligenza Artificiale, 2021)

Explanation-Based Human Debugging of NLP Models: A Survey. - Piyawat Lertvittayakumjorn; Francesca Toni (Trans. Assoc. Comput. Linguistics, 2021)

Mining Property-driven Graphical Explanations for Data-centric AI from Argumentation Frameworks. - Oana Cocarascu; Kristijonas Cyras; Antonio Rago 001; Francesca Toni (Human-Like Machine Intelligence, 2022)

Argumentative Forecasting. - Benjamin Irwin; Antonio Rago 001; Francesca Toni (AAMAS, 2022)

On Agent Incentives to Manipulate Human Feedback in Multi-Agent Reward Learning Scenarios. - Francis Rhys Ward; Francesca Toni; Francesco Belardinelli (AAMAS, 2022)

On Monotonicity of Dispute Trees as Explanations for Case-Based Reasoning with Abstract Argumentation. - Guilherme Paulino-Passos; Francesca Toni (ArgXAI@COMMA, 2022)

On the Tradeoff Between Correctness and Completeness in Argumentative Explainable AI. - Nico Potyka; Xiang Yin 007; Francesca Toni (ArgXAI@COMMA, 2022)

A Causal Perspective on AI Deception in Games. - Francis Rhys Ward; Francesca Toni; Francesco Belardinelli (ICLP Workshops, 2022)

Logically Consistent Adversarial Attacks for Soft Theorem Provers. - Alexander Gaskell; Yishu Miao; Francesca Toni; Lucia Specia (IJCAI, 2022)

Learning Assumption-Based Argumentation Frameworks. - Maurizio Proietti; Francesca Toni (ILP, 2022)

Explaining Causal Models with Argumentation: the Case of Bi-variate Reinforcement. - Antonio Rago 001; Pietro Baroni; Francesca Toni (KR, 2022)

Forecasting Argumentation Frameworks. - Benjamin Irwin; Antonio Rago 001; Francesca Toni (KR, 2022)

GrASP: A Library for Extracting and Exploring Human-Interpretable Textual Patterns. - Piyawat Lertvittayakumjorn; Leshem Choshen; Eyal Shnarch; Francesca Toni (LREC, 2022)

A Graph-Based Method for Unsupervised Knowledge Discovery from Financial Texts. - Joel Oksanen; Abhilash Majumder; Kumar Saunack; Francesca Toni; Arun Dhondiyal (LREC, 2022)

Descriptive Accuracy in Explanations: The Case of Probabilistic Classifiers. - Emanuele Albini; Antonio Rago 001; Pietro Baroni; Francesca Toni (SUM, 2022)

Explainable Decision Making with Lean and Argumentative Explanations. - Xiuyi Fan; Francesca Toni (CoRR, 2022)

Explainable Patterns for Distinction and Prediction of Moral Judgement on Reddit. - Ion Stagkos Efstathiadis; Guilherme Paulino-Passos; Francesca Toni (CoRR, 2022)

Towards a Theory of Faithfulness: Faithful Explanations of Differentiable Classifiers over Continuous Data. - Nico Potyka; Xiang Yin 007; Francesca Toni (CoRR, 2022)

Causal Discovery and Injection for Feed-Forward Neural Networks. - Fabrizio Russo 002; Francesca Toni (CoRR, 2022)

Hierarchical Symbolic Reasoning in Hyperbolic Space for Deep Discriminative Models. - Ainkaran Santhirasekaram; Avinash Kori; Andrea G. Rockall; Mathias Winkler; Francesca Toni; Ben Glocker (CoRR, 2022)

GLANCE: Global to Local Architecture-Neutral Concept-based Explanations. - Avinash Kori; Ben Glocker; Francesca Toni (CoRR, 2022)

A Federated Cox Model with Non-Proportional Hazards. - Dekai Zhang; Francesca Toni; Matthew Williams 001 (CoRR, 2022)

On Interactive Explanations as Non-Monotonic Reasoning. - Guilherme Paulino-Passos; Francesca Toni (CoRR, 2022)

Argumentative Reward Learning: Reasoning About Human Preferences. - Francis Rhys Ward; Francesco Belardinelli; Francesca Toni (CoRR, 2022)

Visual Debates. - Avinash Kori; Ben Glocker; Francesca Toni (CoRR, 2022)

Explaining Random Forests using Bipolar Argumentation and Markov Networks (Technical Report). - Nico Potyka; Xiang Yin 007; Francesca Toni (CoRR, 2022)

Formalising the Robustness of Counterfactual Explanations for Neural Networks. - Junqi Jiang; Francesco Leofante; Antonio Rago 001; Francesca Toni (AAAI, 2023)

Explaining Random Forests Using Bipolar Argumentation and Markov Networks. - Nico Potyka; Xiang Yin 007; Francesca Toni (AAAI, 2023)

Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation. - Junqi Jiang; Jianglin Lan; Francesco Leofante; Antonio Rago 001; Francesca Toni (ACML, 2023)

ABALearn: An Automated Logic-Based Learning System for ABA Frameworks. - Cristina Tirsi; Maurizio Proietti; Francesca Toni (AI*IA, 2023)

Defining Deception in Structural Causal Games. - Francis Rhys Ward; Francesca Toni; Francesco Belardinelli (AAMAS, 2023)

Robust Hierarchical Symbolic Explanations in Hyperbolic Space for Image Classification. - Ainkaran Santhirasekaram; Avinash Kori; Mathias Winkler; Andrea G. Rockall; Francesca Toni; Ben Glocker (CVPR Workshops, 2023)

Knowledge Representation and Reasoning in the Time of Data-Centric AI (Abstract of Invited Talk). - Francesca Toni (Description Logics, 2023)

Causal Discovery and Knowledge Injection for Contestable Neural Networks. - Fabrizio Russo 002; Francesca Toni (ECAI, 2023)

Argument Attribution Explanations in Quantitative Bipolar Argumentation Frameworks. - Xiang Yin 007; Nico Potyka; Francesca Toni (ECAI, 2023)

SpArX: Sparse Argumentative Explanations for Neural Networks. - Hamed Ayoobi; Nico Potyka; Francesca Toni (ECAI, 2023)

How well do SOTA legal reasoning models support abductive reasoning? - Ha-Thanh Nguyen; Randy Goebel; Francesca Toni; Kostas Stathis; Ken Satoh (ICLP Workshops, 2023)

Beyond Logic Programming for Legal Reasoning. - Ha-Thanh Nguyen; Francesca Toni; Kostas Stathis; Ken Satoh (ICLP Workshops, 2023)

A Dataset of Contractual Events in Court Decisions. - Guilherme Paulino-Passos; Ken Satoh; Francesca Toni (ICLP Workshops, 2023)

LawGiBa - Combining GPT, Knowledge Bases, and Logic Programming in a Legal Assistance System. - Ha Thanh Nguyen; Randy Goebel; Francesca Toni; Kostas Stathis; Ken Satoh (JURIX, 2023)

Learning Case Relevance in Case-Based Reasoning with Abstract Argumentation. - Guilherme Paulino-Passos; Francesca Toni (JURIX, 2023)

Interactive Explanations by Conflict Resolution via Argumentative Exchanges. - Antonio Rago 001; Hengzhi Li; Francesca Toni (KR, 2023)

ArguCast: A System for Online Multi-Forecasting with Gradual Argumentation. - Deniz Gorur; Antonio Rago 001; Francesca Toni (Arg&App@KR, 2023)

A Roadmap for Neuro-argumentative Learning. - Maurizio Proietti; Francesca Toni (NeSy, 2023)

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

Argumentative explanations for pattern-based text classifiers. - Piyawat Lertvittayakumjorn; Francesca Toni (Argument Comput., 2023)

Non-flat ABA is an Instance of Bipolar Argumentation. - Markus Ulbricht 001; Nico Potyka; Francesca Toni (CoRR, 2023)

DR-HAI: Argumentation-based Dialectical Reconciliation in Human-AI Interactions. - Stylianos Loukas Vasileiou; Ashwin Kumar; William Yeoh 001; Tran Cao Son; Francesca Toni (CoRR, 2023)

A negation detection assessment of GPTs: analysis with the xNot360 dataset. - Ha-Thanh Nguyen; Randy Goebel; Francesca Toni; Kostas Stathis; Ken Satoh (CoRR, 2023)

Unsupervised Conditional Slot Attention for Object Centric Learning. - Avinash Kori; Francesco Locatello; Francesca Toni; Ben Glocker (CoRR, 2023)

Argument Attribution Explanations in Quantitative Bipolar Argumentation Frameworks (Technical Report). - Xiang Yin 007; Nico Potyka; Francesca Toni (CoRR, 2023)

ABA Learning via ASP. - Emanuele De Angelis; Maurizio Proietti; Francesca Toni (ICLP, 2023)

Understanding ProbLog as Probabilistic Argumentation. - Francesca Toni; Nico Potyka; Markus Ulbricht 001; Pietro Totis (ICLP, 2023)

Black-Box Analysis: GPTs Across Time in Legal Textual Entailment Task. - Ha-Thanh Nguyen; Randy Goebel; Francesca Toni; Kostas Stathis; Ken Satoh (CoRR, 2023)

Technical Report on the Learning of Case Relevance in Case-Based Reasoning with Abstract Argumentation. - Guilherme Paulino-Passos; Francesca Toni (CoRR, 2023)

CAFE: Conflict-Aware Feature-wise Explanations. - Adam Dejl; Hamed Ayoobi; Matthew Williams 001; Francesca Toni (CoRR, 2023)

Targeted Activation Penalties Help CNNs Ignore Spurious Signals. - Dekai Zhang; Matthew Williams 001; Francesca Toni (CoRR, 2023)

ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation [Technical Report]. - Hamed Ayoobi; Nico Potyka; Francesca Toni (CoRR, 2023)

Shapley-PC: Constraint-based Causal Structure Learning with Shapley Values. - Fabrizio Russo 002; Francesca Toni (CoRR, 2023)

Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report). - Junqi Jiang; Antonio Rago 001; Francesco Leofante; Francesca Toni (CoRR, 2023)

Explaining Classifiers' Outputs with Causal Models and Argumentation. - Antonio Rago 001; Fabrizio Russo 002; Emanuele Albini; Francesca Toni; Pietro Baroni (FLAP, 2023)

Achieving descriptive accuracy in explanations via argumentation: The case of probabilistic classifiers. - Emanuele Albini; Antonio Rago 001; Pietro Baroni; Francesca Toni (Frontiers Artif. Intell., 2023)

Contractual Events in Court Decisions Dataset. - Guilherme Paulino-Passos; Ken Satoh; Francesca Toni (Zenodo, 2023)

Introduction to the 39th International Conference on Logic Programming Special Issue. - Stefania Costantini; Enrico Pontelli; Alessandra Russo; Francesca Toni (Theory Pract. Log. Program., 2023)

Forecasting with jury-based probabilistic argumentation. - Francesca Toni; Antonio Rago 001; Kristijonas Cyras (J. Appl. Non Class. Logics, 2023)

Non-flat ABA Is an Instance of Bipolar Argumentation. - Markus Ulbricht 001; Nico Potyka; Anna Rapberger; Francesca Toni (AAAI, 2024)

Targeted Activation Penalties Help CNNs Ignore Spurious Signals. - Dekai Zhang; Matt Williams; Francesca Toni (AAAI, 2024)

Recourse under Model Multiplicity via Argumentative Ensembling. - Junqi Jiang; Francesco Leofante; Antonio Rago 001; Francesca Toni (AAMAS, 2024)

The Reasons that Agents Act: Intention and Instrumental Goals. - Francis Rhys Ward; Matt MacDermott; Francesco Belardinelli; Francesca Toni; Tom Everitt (AAMAS, 2024)

Predicting Human Judgement in Online Debates with Argumentation. - Beauty Oluokun; Guilherme Paulino-Passos; Antonio Rago 001; Francesca Toni (CMNA@COMMA, 2024)

Towards a Framework for Evaluating Explanations in Automated Fact Verification. - Neema Kotonya; Francesca Toni (LREC/COLING, 2024)

Applying Attribution Explanations in Truth-Discovery Quantitative Bipolar Argumentation Frameworks. - Xiang Yin 007; Nico Potyka; Francesca Toni (ArgXAI@COMMA, 2024)

Argumentative Interpretable Image Classification. - Hamed Ayoobi; Nico Potyka; Francesca Toni (ArgXAI@COMMA, 2024)

On Computing Admissibility in ABA. - Tuomo Lehtonen; Anna Rapberger; Francesca Toni; Markus Ulbricht 001; Johannes Peter Wallner (COMMA, 2024)

On the Robustness of Argumentative Explanations. - Anna Rapberger; Francesca Toni (COMMA, 2024)

Explaining Image Classifiers with Visual Debates. - Avinash Kori; Ben Glocker; Francesca Toni (DS (2), 2024)

Learning Brave Assumption-Based Argumentation Frameworks via ASP. - Emanuele De Angelis; Maurizio Proietti; Francesca Toni (ECAI, 2024)

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

Explaining Arguments' Strength: Unveiling the Role of Attacks and Supports. - Xiang Yin 007; Nico Potyka; Francesca Toni (IJCAI, 2024)

Robust Counterfactual Explanations in Machine Learning: A Survey. - Junqi Jiang; Francesco Leofante; Antonio Rago 001; Francesca Toni (IJCAI, 2024)

Instantiations and Computational Aspects of Non-Flat Assumption-based Argumentation. - Tuomo Lehtonen; Anna Rapberger; Francesca Toni; Markus Ulbricht 001; Johannes Peter Wallner (IJCAI, 2024)

Argumentative Causal Discovery. - Fabrizio Russo 002; Anna Rapberger; Francesca Toni (KR, 2024)

CE-QArg: Counterfactual Explanations for Quantitative Bipolar Argumentation Frameworks. - Xiang Yin 007; Nico Potyka; Francesca Toni (KR, 2024)

Preference-Based Abstract Argumentation for Case-Based Reasoning. - Adam Gould; Guilherme Paulino-Passos; Seema Dadhania; Matthew Williams 001; Francesca Toni (KR, 2024)

Contestable AI Needs Computational Argumentation. - Francesco Leofante; Hamed Ayoobi; Adam Dejl; Gabriel Freedman; Deniz Gorur; Junqi Jiang; Guilherme Paulino-Passos; Antonio Rago 001; Anna Rapberger; Fabrizio Russo 002; Xiang Yin 007; Dekai Zhang; et al. (KR, 2024)

Dialectical Reconciliation via Structured Argumentative Dialogues. - Stylianos Loukas Vasileiou; Ashwin Kumar; William Yeoh 001; Tran Cao Son; Francesca Toni (KR, 2024)

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

On the Correspondence of Non-flat Assumption-based Argumentation and Logic Programming with Negation as Failure in the Head. - Anna Rapberger; Markus Ulbricht 001; Francesca Toni (NMR, 2024)

Integrating User Preferences into Gradual Bipolar Argumentation for Personalised Decision Support. - Elisa Battaglia; Pietro Baroni; Antonio Rago 001; Francesca Toni (SUM, 2024)

Interval abstractions for robust counterfactual explanations. - Junqi Jiang; Francesco Leofante; Antonio Rago 001; Francesca Toni (Artif. Intell., 2024)

Explaining Arguments' Strength: Unveiling the Role of Attacks and Supports (Technical Report). - Xiang Yin 007; Nico Potyka; Francesca Toni (CoRR, 2024)

Argumentative Large Language Models for Explainable and Contestable Decision-Making. - Gabriel Freedman; Adam Dejl; Deniz Gorur; Xiang Yin 007; Antonio Rago 001; Francesca Toni (CoRR, 2024)

Analyzing Key Neurons in Large Language Models. - Lihu Chen; Adam Dejl; Francesca Toni (CoRR, 2024)

CE-QArg: Counterfactual Explanations for Quantitative Bipolar Argumentation Frameworks (Technical Report). - Xiang Yin 007; Nico Potyka; Francesca Toni (CoRR, 2024)

Preference-Based Abstract Argumentation for Case-Based Reasoning (with Appendix). - Adam Gould; Guilherme Paulino-Passos; Seema Dadhania; Matthew Williams 001; Francesca Toni (CoRR, 2024)

Exploring the Effect of Explanation Content and Format on User Comprehension and Trust. - Antonio Rago 001; Bence Pálfi; Purin Sukpanichnant; Hannibal Nabli; Kavyesh Vivek; Olga Kostopoulou; James Kinross; Francesca Toni (CoRR, 2024)

PeerArg: Argumentative Peer Review with LLMs. - Purin Sukpanichnant; Anna Rapberger; Francesca Toni (CoRR, 2024)

Proceedings of the First International Workshop on Next-Generation Language Models for Knowledge Representation and Reasoning (NeLaMKRR 2024). - Ken Satoh; Ha-Thanh Nguyen; Francesca Toni; Randy Goebel; Kostas Stathis (CoRR, 2024)

A Methodology for Gradual Semantics for Structured Argumentation under Incomplete Information. - Antonio Rago 001; Stylianos Loukas Vasileiou; Francesca Toni; Tran Cao Son; William Yeoh 001 (CoRR, 2024)

Contribution functions for quantitative bipolar argumentation graphs: A principle-based analysis. - Timotheus Kampik; Nico Potyka; Xiang Yin 007; Kristijonas Cyras; Francesca Toni (Int. J. Approx. Reason., 2024)

ABALearn/aba_asp: ASP-ABAlearn_B-v1.0.0. - Emanuele De Angelis; Maurizio Proietti; Francesca Toni (Zenodo, 2024)

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

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

Argumentative Large Language Models for Explainable and Contestable Claim Verification. - Gabriel Freedman; Adam Dejl; Deniz Gorur; Xiang Yin 007; Antonio Rago 001; Francesca Toni (AAAI, 2025)

Shapley-PC: Constraint-based Causal Structure Learning with a Shapley Inspired Framework. - Fabrizio Russo 002; Francesca Toni (CLeaR, 2025)

Can Large Language Models perform Relation-based Argument Mining? - Deniz Gorur; Antonio Rago 001; Francesca Toni (COLING, 2025)

Hidden Conflicts in Neural Networks and their Implications for Explainability. - Adam Dejl; Dekai Zhang; Hamed Ayoobi; Matthew Williams 001; Francesca Toni (FAccT, 2025)

XAI-Units: Benchmarking Explainability Methods with Unit Tests. - Jun Rui Lee; Sadegh Emami; Michael David Hollins; Timothy C. H. Wong; Carlos Ignacio Villalobos Sánchez; Francesca Toni; Dekai Zhang; Adam Dejl (FAccT, 2025)

Exploring the Potential for Large Language Models to Demonstrate Rational Probabilistic Beliefs. - Gabriel Freedman; Francesca Toni (FLAIRS, 2025)

Greedy ABA Learning for Case-Based Reasoning. - Emanuele De Angelis; Maurizio Proietti; Francesca Toni (AAMAS, 2025)

Free Argumentative Exchanges for Explaining Image Classifiers. - Avinash Kori; Antonio Rago 001; Francesca Toni (AAMAS, 2025)

Counterfactual Explanations Under Model Multiplicity and Their Use in Computational Argumentation. - Gianvincenzo Alfano; Adam Gould; Francesco Leofante; Antonio Rago 001; Francesca Toni (IJCAI, 2025)

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

Learning to Contest Argumentative Claims. - Emanuele De Angelis; Maurizio Proietti; Francesca Toni (RuleML+RR, 2025)

Argumentative review aggregation and dialogical explanations. - Antonio Rago 001; Oana Cocarascu; Joel Oksanen; Francesca Toni (Artif. Intell., 2025)

Heterogeneous graph neural networks with post-hoc explanations for multi-modal and explainable land use inference. - Xuehao Zhai; Junqi Jiang; Adam Dejl; Antonio Rago 001; Fangce Guo; Francesca Toni; Aruna Sivakumar (Inf. Fusion, 2025)

Pub-Guard-LLM: Detecting Fraudulent Biomedical Articles with Reliable Explanations. - Lihu Chen; Shuojie Fu; Gabriel Freedman; Guy Martin; James Kinross; Uddhav Vaghela; Ovidiu Serban; Francesca Toni (CoRR, 2025)

Data from Argumentatively Coherent Judgmental Forecasting. - Deniz Gorur; Antonio Rago 001; Francesca Toni (Zenodo, 2025)

Explainable Prediction of the Mechanical Properties of Composites with CNNs. - Varun Raaghav; Dimitrios Bikos; Antonio Rago 001; Francesca Toni; Maria Charalambides (CoRR, 2025)

Neuro-Argumentative Learning with Case-Based Reasoning. - Adam Gould; Francesca Toni (CoRR, 2025)

Aggregating bipolar opinions through bipolar assumption-based argumentation. - Charles Dickie; Stefan Lauren; Francesco Belardinelli; Antonio Rago 001; Francesca Toni (Auton. Agents Multi Agent Syst., 2025)

Clustered Federated Learning via Embedding Distributions. - Dekai Zhang; Matthew Williams 001; Francesca Toni (CoRR, 2025)

Identifiable Object Representations under Spatial Ambiguities. - Avinash Kori; Francesca Toni; Ben Glocker (CoRR, 2025)

Object-Centric Neuro-Argumentative Learning. - Abdul Rahman Jacob; Avinash Kori; Emanuele De Angelis; Ben Glocker; Maurizio Proietti; Francesca Toni (CoRR, 2025)

Argumentative Ensembling for Robust Recourse under Model Multiplicity. - Junqi Jiang; Antonio Rago 001; Francesco Leofante; Francesca Toni (CoRR, 2025)

Representation Consistency for Accurate and Coherent LLM Answer Aggregation. - Junqi Jiang; Tom Bewley; Salim I. Amoukou; Francesco Leofante; Antonio Rago 001; Saumitra Mishra; Francesca Toni (CoRR, 2025)

Supported Abstract Argumentation for Case-Based Reasoning. - Adam Gould; Gabriel de Olim Gaul; Francesca Toni (CoRR, 2025)

On Gradual Semantics for Assumption-Based Argumentation. - Anna Rapberger; Fabrizio Russo 002; Antonio Rago 001; Francesca Toni (CoRR, 2025)

Contestability in Quantitative Argumentation. - Xiang Yin 007; Nico Potyka; Antonio Rago 001; Timotheus Kampik; Francesca Toni (CoRR, 2025)

Argumentatively Coherent Judgmental Forecasting. - Deniz Gorur; Antonio Rago 001; Francesca Toni (CoRR, 2025)

Exploring the Effect of Explanation Content and Format on User Comprehension and Trust in Healthcare. - Antonio Rago 001; Bence Pálfi; Purin Sukpanichnant; Kavyesh Vivek; Hannibal Nabli; Olga Kostopoulou; James Kinross; Francesca Toni (Zenodo, 2025)

MArgE: Meshing Argumentative Evidence from Multiple Large Language Models for Justifiable Claim Verification. - Ming Pok Ng; Junqi Jiang; Gabriel Freedman; Antonio Rago 001; Francesca Toni (CoRR, 2025)

Argumentative Debates for Transparent Bias Detection [Technical Report]. - Hamed Ayoobi; Nico Potyka; Anna Rapberger; Francesca Toni (CoRR, 2025)

Argumentation for Explainable Workforce Optimisation (with Appendix). - Jennifer Leigh; Dimitrios Letsios; Alessandro Mella; Lucio Machetti; Francesca Toni (CoRR, 2025)

Transparent Visual Reasoning via Object-Centric Agent Collaboration. - Benjamin Teoh; Ben Glocker; Francesca Toni; Avinash Kori (CoRR, 2025)

Object-Centric Case-Based Reasoning via Argumentation. - Gabriel de Olim Gaul; Adam Gould; Avinash Kori; Francesca Toni (CoRR, 2025)

Evaluating Uncertainty Quantification Methods in Argumentative Large Language Models. - Kevin Zhou; Adam Dejl; Gabriel Freedman; Lihu Chen; Antonio Rago 001; Francesca Toni (CoRR, 2025)

Synthesising Counterfactual Explanations via Label-Conditional Gaussian Mixture Variational Autoencoders. - Junqi Jiang; Francesco Leofante; Antonio Rago 001; Francesca Toni (CoRR, 2025)

Retrieval and Argumentation Enhanced Multi-Agent LLMs for Judgmental Forecasting. - Deniz Gorur; Antonio Rago 001; Francesca Toni (CoRR, 2025)