activity
20232026
most citedForms of Understanding for XAI-Explanations

11 citations · 17 across the 6 of their papers we have counts for

collaborators

6 papers

cs.OH2026

Bridging the Dual Nature: How Integrated Explanations Enhance Understanding of Technical Artifacts

Lutz Terfloth, Heike M. Buhl, Vivien Lohmer +3

Purpose: Understanding a technical artifact requires grasping both its internal structure (Architecture) and its purpose and significance (Relevance), as formalized by Dual Nature…

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.AI2024★ 1 cited

Explainers' Mental Representations of Explainees' Needs in Everyday Explanations

Michael Erol Schaffer, Lutz Terfloth, Carsten Schulte +1

In explanations, explainers have mental representations of explainees' developing knowledge and shifting interests regarding the explanandum. These mental representations are dynam…

cs.RO2023

What you need to know about a learning robot: Identifying the enabling architecture of complex systems

Helen Beierling, Phillip Richter, Mara Brandt +4

Nowadays, we are dealing more and more with robots and AI in everyday life. However, their behavior is not always apparent to most lay users, especially in error situations. As a r…

cs.AI2023★ 11 cited

Forms of Understanding for XAI-Explanations

Hendrik Buschmeier, Heike M. Buhl, Friederike Kern +17

Explainability has become an important topic in computer science and artificial intelligence, leading to a subfield called Explainable Artificial Intelligence (XAI). The goal of pr…

cs.AI2023★ 5 cited

Adding Why to What? Analyses of an Everyday Explanation

Lutz Terfloth, Michael Schaffer, Heike M. Buhl +1

In XAI it is important to consider that, in contrast to explanations for professional audiences, one cannot assume common expertise when explaining for laypeople. But such explanat…