Jörg Schlötterer

Philipps University of Marburg — Germany

Computer Science · Physical Sciences

9h-index746citations93works1.02yr avg
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Research Topics

Topic Modeling(26), Natural Language Processing Techniques(18), Web Data Mining and Analysis(10), Explainable Artificial Intelligence (XAI)(9), Information Retrieval and Search Behavior(8)

Publications93 total

Explanation Format does not Matter; but Explanations do - An Eggsbert study on explaining Bayesian Optimization tasks
Information Systems Frontiers·2025Open Access
XNNTab -- Interpretable Neural Networks for Tabular Data using Sparse Autoencoders
arXiv (Cornell University)·2025Open Access
Breast cancer prediction using mammography exams for real hospital settings
Computers in Biology and Medicine·2025Open Access
Towards Interpretable Deep Neural Networks for Tabular Data
arXiv (Cornell University)·2025Open Access
Comparing the Visual Quality of Deep Generative Models for Steel Microstructures
Lecture notes in computer science·2025
Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support
arXiv (Cornell University)·2025Open Access
Tracing and Reversing Rank-One Model Edits
arXiv (Cornell University)·2025Open Access
Invariant Learning with Annotation-free Environments
arXiv (Cornell University)·2025Open Access
An XAI-based Analysis of Shortcut Learning in Neural Networks
arXiv (Cornell University)·2025Open Access
Guiding LLMs to Generate High-Fidelity and High-Quality Counterfactual Explanations for Text Classification
arXiv (Cornell University)·2025Open Access
Behavioral Analysis of Information Salience in Large Language Models
arXiv (Cornell University)·2025Open Access
This looks like what? Challenges and Future Research Directions for Part-Prototype Models
arXiv (Cornell University)·2025Open Access
Position: Editing Large Language Models Poses Serious Safety Risks
arXiv (Cornell University)·2025Open Access
Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives
arXiv (Cornell University)·2025Open Access
How to Make LLMs Forget: On Reversing In-Context Knowledge Edits
2025Open Access
Behavioral Analysis of Information Salience in Large Language Models
2025Open Access
Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support
2025Open Access
PIPNet3D: Interpretable Detection of Alzheimer in MRI Scans
Lecture notes in computer science·2025· 2 cited
Has this Fact been Edited? Detecting Knowledge Edits in Language Models
2025Open Access
Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Christin Seifert(42), Michael Granitzer(16), Meike Nauta(9), Maurice van Keulen(7), Van Bach Nguyen(7), Jan Trienes(6), Shreyasi Pathak(5), Paul Youssef(5), Osman Alperen Koraş(5), Jeroen Geerdink(4), Lisa Anita De Santi(3), Vincenzo Positano(3), Elisa Nguyen(2), Michelle Peters(2), Yasmin Schmitt(2), Phuong Le(2), Christoph Besel(2), Johannes H. Hegeman(2), Sultan Imangaliyev(2), Folker Meyer(2)