The Schedule

Coffee break - 30 minutes

Session 2

I. Interactive and user-centered XAI methods (Chair: Philipp Cimiano)

• 11:00 – 11:15, Presentation paper 1: “A Human-Centered Recommendation Tool for Explainable AI Solutions” (Presenter: Nils Ole Breuer)

• 11:15 – 11:30, Presentation paper 2: “What to Explain and How? The Challenges and Future of Using Large Language Models to Generate Explanations for Lawyers in Autonomous Car Accidents” (Presenter: Hazel Taylor) 

• 11:30 – 11:45, Presentation paper 3: “ASCODI: An XAI-based interactive reasoning support system for justifiable medical diagnosing” (Presenter: Dominik Battefeld) 

• 11:45 – 12:00, Q&A Discussion

II. Multimodal and affective XAI (Chair: Alejandro Catalá)

• 12:00 – 12:15, Presentation paper 4: “Towards AI-mediated Meme Generation for Misinformation Corrective Explanation” (Presenter: Filipe Altoe)

• 12:15 – 12:30, Presentation paper 5: “EmoGraphArt: a knowledge graph for representing and explaining emotions in abstract paintings” (Presenter: Rafael Berlanga)

• 12:30 – 12:40, Q&A Discussion

Lunch break 

Session 3 - (Chair: Peter Flach)

14:00 – 15:00, Plenary Talk 2: Harnessing Explainable AI for Informed Decision Making in Healthcare (Konstantia Zarkogianni)

15:00 – 15:30, Q&A Discussion

Coffee break - 30 minutes

Session 4 

III. Methodological Foundations (Chair: Eyke Hüllermeier)

16:00 – 16:15, Presentation paper 6: “From Feature Importance to Natural Language Explanations Using LLMs” (Presenter: Sule Tekkesinoglu)

16:15 – 16:30, Presentation paper 7: “An approach to Evaluative AI through Large Language Models” (Presenter: Andrea Ermellino)

16:30 – 16:45, Presentation paper 8: “Explainable Artificial Intelligence: An Overview on Hybrid Models” (Presenter: Gabriel Quesada Álvarez)

16:45 – 17:00, Presentation paper 9: “DISCO: DISCovering Overfittings as Causal Rules for Text Classification Models” (Presenter: Zijian Zhang)

17:00 – 17:15, Q&A Discussion

Closing remarks 

(Philipp Cimiano, Zach Anthis, Jose Maria Alonso)