Publications

FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation

Qianli Wang, Nils Feldhus, Simon Ostermann, Luis-Felipe Villa-Arenas, Sebastian Möller, Vera Schmitt

Anchored Alignment for Self-Explanations Enhancement

Luis-Felipe Villa-Arenas, Ata Nizamoglu, Qianli Wang, Sebastian Möller, Vera Schmitt

Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem

Qianli Wang, Tatiana Anikina, Nils Feldhus, Simon Ostermann, Sebastian Möller, Vera Schmitt

CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems

Qianli Wang, Tatiana Anikina, Nils Feldhus, Simon Ostermann, Sebastian Möller

Monetary Valuation of Privacy: Analyzing the Consistency of Valuation Methods and Their Influencing Factors

Implications of Regulations on Large Generative AI Models in the Super-Election Year and the Impact on Disinformation

Vera Schmitt, Jakob Tesch, Eva Lopez, Luis-Felipe Villa-Areas, Tim Polzehl, Aljoscha Burchardt, Konstanze Neumann, Salar Mohtaj, Sebastian Möller

Evaluating Human-Centered AI Explanations: Introduction of an XAI Evaluation Framework for Fact-Checking

Vera Schmitt, Balázs Patrik Csomor, Joachim Meyer, Luis-Felipe Villa-Areas, Charlott Jakob, Tim Polzehl, Sebastian Möller

The Role of Explainability in Collaborative Human-AI Disinformation Detection

Vera Schmitt, Luis-Felipe Villa-Arenas, Nils Feldhus, Joachim Meyer, Robert P Spang, Sebastian Möller

Augmented Political Leaning Detection: Leveraging Parliamentary Speeches for Classifying News Articles

Charlott Jakob, Salar Mohtaj, Vera Schmitt, Sebastian Möller

Classifying Sustainability Reports Using Companies Self-Assessments

Charlott Jakob, Vera Schmitt, Salar Mohtaj, Sebastian Möller

Augmented Political Leaning Detection: Leveraging Parliamentary Speeches for Classifying News Articles

Charlott Jakob, Pia Wenzel, Salar Mohtaj, Vera Schmitt

Multi-Task Learning for German Text Readability

Salar Mohtaj, Vera Schmitt, Razieh Khamsehashari, Sebastian Möller