3 papers
cs.CL2025
SNAPE-PM: Building and Utilizing Dynamic Partner Models for Adaptive Explanation Generation
Amelie S. Robrecht, Christoph R. Kowalski, Stefan Kopp
Adapting to the addressee is crucial for successful explanations, yet poses significant challenges for dialogsystems. We adopt the approach of treating explanation generation as a…
cs.CL2025
Investigating Co-Constructive Behavior of Large Language Models in Explanation Dialogues
Leandra Fichtel, Maximilian Spliethöver, Eyke Hüllermeier +9
The ability to generate explanations that are understood by explainees is the quintessence of explainable artificial intelligence. Since understanding depends on the explainee's ba…
cs.LG2024
Measuring User Understanding in Dialogue-based XAI Systems
Dimitry Mindlin, Amelie Sophie Robrecht, Michael Morasch +1
The field of eXplainable Artificial Intelligence (XAI) is increasingly recognizing the need to personalize and/or interactively adapt the explanation to better reflect users' expla…