2 papers
cs.CL2026
LLM-Augmented Changepoint Detection: A Framework for Ensemble Detection and Automated Explanation
Fabian Lukassen, Christoph Weisser, Michael Schlee +5
This paper introduces a novel changepoint detection framework that combines ensemble statistical methods with Large Language Models (LLMs) to enhance both detection accuracy and th…
cs.CL2026
From XAI to Stories: A Factorial Study of LLM-Generated Explanation Quality
Fabian Lukassen, Jan Herrmann, Christoph Weisser +2
Explainable AI (XAI) methods like SHAP and LIME produce numerical feature attributions that remain inaccessible to non expert users. Prior work has shown that Large Language Models…