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ORCID7th EXTRAAMAS 2025: Detroit, MI, USA
- Davide Calvaresi
, Amro Najjar, Andrea Omicini, Reyhan Aydogan, Rachele Carli, Giovanni Ciatto, Simona Tiribelli, Kary Främling:
Explainable, Trustworthy, and Responsible AI and Multi-Agent Systems - 7th International Workshop, EXTRAAMAS 2025, Detroit, MI, USA, May 19-20, 2025, Revised Selected Papers. Lecture Notes in Computer Science 15936, Springer 2026, ISBN 978-3-032-01398-9
AI Interpretation and Social Dimensions
- Bryan Lavender, Sandip Sen:
Enhancing Surrogate Decision Trees for Reinforcement Learning with Feature Importance Matrices. 3-20 - Roger Xavier Lera-Leri, Filippo Bistaffa, Athina Georgara, Juan A. Rodríguez-Aguilar:
Exploiting Constraint Reasoning to Build Graphical Explanations for Mixed-Integer Linear Programming. 21-39 - Sara Montese, Victor Gimenez-Abalos, Atia Cortés, Ulises Cortés, Sergio Álvarez-Napagao:
Explaining Autonomous Vehicles with Intention-Aware Policy Graphs. 40-57 - Kary Främling:
Social Explainable AI: What Is It and How to Make It Happen with CIU? 58-63
LLMs and Generative AI in XAI
- Nariman Naderi, Zahra Atf, Peter R. Lewis, Aref Mahjoubfar, Seyed Amir Ahmad Safavi-Naini, Ali Soroush:
Evaluating Prompt Engineering Techniques for Accuracy and Confidence Elicitation in Medical LLMs. 67-84 - Ege Soyarar, Reyhan Aydogan, Berk Buzcu, Davide Calvaresi:
LLM-Based Evaluation Methodology of Explanation Strategies. 85-103 - Akhila Bairy, Martin Fränzle, Maike Schwammberger:
Optimised Timing of Multi-step Explanations for Multiple Users Through Reactive Games. 104-123
Agent Architectures and Inter-agent Explainability
- Victor Gimenez-Abalos, Adrián Tormos, Filip Edström, Sergio Álvarez-Napagao, Javier Vázquez-Salceda, Mattias Brännström, John Lindqvist:
Ladder of Intentions: Unifying Agent Architectures for Explainability and Transferability. 127-146 - Katharine Beaumont, Elena Yan, Samuele Burattini, Rem W. Collier:
Engineering Inter-agent Explainability in BDI Agents. 147-168
Human-XAI Interaction, Quality and Ethics
- Joseph Shymanski, Jacob Brue, Sandip Sen:
Beyond Satisfaction: From Placebic to Actionable Explanations for Enhanced Understandability. 171-190 - Sofia Pansoni, Emily Beck, Simona Tiribelli:
On the Need of a Decolonized AI Ethics and Governance Framework for Human-GenAI Cooperation in the Art Sector: A Roadmap. 191-210 - Sukriti Bhattacharya, Rachele Carli, Igor Tchappi, Amro Najjar, Davide Calvaresi:
Balancing Ethical Persuasion and Explanation Transparency in XAI: A Formal Framework for Adaptive User Interactions. 211-228 - Mohammad Naiseh, Huseyin Dogan, Stephen Giff, Avleen Malhi, Nan Jiang:
Designing for Effective Human-XAI Interaction: User Experience Research Plays and Cards. 229-241
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