MAI-XAI24 2024

Table of Contents

• Preface PDF
  
• An approach to Evaluative AI through Large Language Models 1-15 PDF
  Ermellino Andrea, Lorenzo Malandri, Fabio Marcorio, Navid Nobani, Antonio Serino
• ASCODI: An XAI-based interactive reasoning support system for justifiable medical diagnosing 16-32 PDF
  Dominik Battefeld, Felix Liedeker, Philipp Cimiano, Stefan Kopp
• DISCO: DISCovering Overfittings as Causal Rules for Text Classification Models 33-48 PDF
  Zijian Zhang, Vinay Setty, Yumeng Wang, Avishek Anand
• Explainable Artificial Intelligence: An Overview on Hybrid Models 49-60 PDF
  Gabriel Quesada Álvarez, María José del Jesus Díaz, Pedro González García
• Towards AI-mediated Meme Generation for Misinformation Correction Explanation 61-76 PDF
  Filipe Altoe, Gregoire Burel, Sergio Miguel Gonçalves Pinto, Harith Alani, H. Sofia Pinto
• Towards Automated Human-Centered Recommendation of Explainable AI Solutions 77-97 PDF
  Nils Ole Breuer
• What to Explain and How? The Challenges and Future of Using Large Language Models to Generate Explanations for Lawyers in Autonomous Car Accidents 98-113 PDF
  Yifan Xu, Xiao Zhan, Hazel Taylor
• From Feature Importance to Natural Language Explanations Using LLMs with RAG 114-132 PDF
  Sule Tekkesinoglu, Lars Kunze
• EmoGraphArt: A Knowledge Graph for Representing and Explaining Emotions in Abstract Paintings 133-142 PDF
  Rafael Berlanga, Dolores María Llidó, Maria José Aramburu