Universität Bielefeld Bielefeld University
Bielefeld University Faculty of Technology
Adaptive Explanation Generation
© Fabian Heinrich/Universität Bielefeld

Adaptive Explanation Generation

2021–2029

The Transregional Collaborative Research Center (TRR 318) “Constructing Explainability” investigates how explanations of algorithmic decisions can be made more efficient by constructing them jointly by the explainer and the explainee. The project A01 “Adaptive explanation generation” investigates the cognitive and interactive mechanisms of adaptive explanations. The goal of our work is to develop a dynamic, interactive framework for generating explanations that adapt to the explainee’s knowledge state and the evolving dialogue context, using computational models of explanation grounded in cognitive science.

Adaptive Explanation Generation