TRR 318-2 - Project C04: Metaphors as an explanation tool
Overview
Explanations of abstract explananda (such as AI systems) need metaphors to relate new, abstract knowledge to more concrete concepts. In the first phase, we studied how metaphors highlight and hide aspects to foster understanding, how to model their agency structure, and how they are used for explaining. In the second, we will investigate how to generate metaphorical explanations and adapt them to the explainee’s background and reactions, all combining methods from psychology and NLP.
Key Facts
- Project type:
- Forschung
- Project duration:
- 01/2026 - 06/2029
More Information
Publications
Do anthropomorphic descriptions of AI influence trust, distrust, and reliance? – Two pre-registered framing experiments
Show all publications
P.F. Porwol, T.M. Peters, I. Scharlau, Computers in Human Behavior Reports 24 (2026).