3 papers
cs.HC2025
SemanticTours: A Conceptual Framework for Non-Linear, Knowledge Graph-Driven Data Tours
Daniel Fürst, Matthijs Jansen op de Haar, Mennatallah El-Assady +2
Interactive tours help users explore datasets and provide onboarding. They rely on a linear sequence of views, showing a curated set of relevant data selections and introduce user…
cs.HC2025
Challenges and Opportunities for Visual Analytics in Jurisprudence
Daniel Fürst, Mennatallah El-Assady, Daniel A. Keim +1
Legal exploration, analysis, and interpretation remain complex and demanding tasks, even for experienced legal scholars, due to the domain-specific language, tacit legal concepts,…
cs.CL2025
Understanding Large Language Model Behaviors through Interactive Counterfactual Generation and Analysis
Furui Cheng, Vilém Zouhar, Robin Shing Moon Chan +3
Understanding the behavior of large language models (LLMs) is crucial for ensuring their safe and reliable use. However, existing explainable AI (XAI) methods for LLMs primarily re…