Jörg Schlötterer

102 papers A* 2A 1B 5C 5Misc 4Journal 50Unranked 34

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	How Do LLMs Generate Contrastive Sentiments? A Mechanistic Perspective. EACL (Volume 1: Long Papers) Van Bach Nguyen, Jörg Schlötterer, Christin Seifert
2026	—	`conf`	Persuasion Tokens for Editing Factual Knowledge in LLMs. EACL (Volume 2: Short Papers) Paul Youssef, Jörg Schlötterer, Christin Seifert
2026	J	`jnl`	Persuasion Tokens for Editing Factual Knowledge in LLMs. CoRR Paul Youssef, Christin Seifert, Jörg Schlötterer
2025	—	`conf`	An XAI-Based Analysis of Shortcut Learning in Neural Networks. xAI (3) Phuong Quynh Le, Jörg Schlötterer, Christin Seifert
2025	J	`jnl`	An XAI-based Analysis of Shortcut Learning in Neural Networks. CoRR Phuong Quynh Le, Jörg Schlötterer, Christin Seifert
2025	—	`conf`	Behavioral Analysis of Information Salience in Large Language Models. ACL (Findings) Jan Trienes, Jörg Schlötterer, Junyi Jessy Li, Christin Seifert
2025	J	`jnl`	Behavioral Analysis of Information Salience in Large Language Models. CoRR Jan Trienes, Jörg Schlötterer, Junyi Jessy Li, Christin Seifert
2025	J	`jnl`	Breast cancer prediction using mammography exams for real hospital settings. Comput. Biol. Medicine Shreyasi Pathak, Jörg Schlötterer, Jeroen Geerdink, Jeroen Veltman, Maurice van Keulen, Nicola Strisciuglio, Christin Seifert
2025	Misc	`conf`	Comparing the Visual Quality of Deep Generative Models for Steel Microstructures. KI Marcel Wentzien, Jerome Ingber, Jörg Schlötterer, Dirk Schmalzried
2025	J	`jnl`	Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers. CoRR Lukas Kuhn, Sari Sadiya, Jörg Schlötterer, Christin Seifert, Gemma Roig
2025	J	`jnl`	Explanation format does not matter; but explanations do - An Eggsbert study on explaining Bayesian Optimisation tasks. CoRR Tanmay Chakraborty, Marion Koelle, Jörg Schlötterer, Nadine Schlicker, Christian Wirth, Christin Seifert
2025	—	`conf`	Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives. COLING Workshops Olufunke Oluyemi Sarumi, Charles Welch, Lucie Flek, Jörg Schlötterer
2025	J	`jnl`	Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives. CoRR Olufunke Oluyemi Sarumi, Charles Welch, Lucie Flek, Jörg Schlötterer
2025	—	`conf`	Guiding LLMs to Generate High-Fidelity and High-Quality Counterfactual Explanations for Text Classification. xAI (4) Van Bach Nguyen, Christin Seifert, Jörg Schlötterer
2025	J	`jnl`	Guiding LLMs to Generate High-Fidelity and High-Quality Counterfactual Explanations for Text Classification. CoRR Van Bach Nguyen, Christin Seifert, Jörg Schlötterer
2025	—	`conf`	Has this Fact been Edited? Detecting Knowledge Edits in Language Models. NAACL (Long Papers) Paul Youssef, Zhixue Zhao, Christin Seifert, Jörg Schlötterer
2025	—	`conf`	How to Make LLMs Forget: On Reversing In-Context Knowledge Edits. NAACL (Long Papers) Paul Youssef, Zhixue Zhao, Jörg Schlötterer, Christin Seifert
2025	J	`jnl`	Invariant Learning with Annotation-free Environments. CoRR Phuong Quynh Le, Christin Seifert, Jörg Schlötterer
2025	—	`conf`	Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support. EMNLP (System Demonstrations) Jan Trienes, Anastasiia Derzhanskaia, Roland Schwarzkopf, Markus Mühling, Jörg Schlötterer, Christin Seifert
2025	J	`jnl`	Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support. CoRR Jan Trienes, Anastasiia Derzhanskaia, Roland Schwarzkopf, Markus Mühling, Jörg Schlötterer, Christin Seifert
2025	J	`jnl`	Out of Spuriousity: Improving Robustness to Spurious Correlations without Group Annotations. Trans. Mach. Learn. Res. Phuong Quynh Le, Jörg Schlötterer, Christin Seifert
2025	—	`conf`	Position: Editing Large Language Models Poses Serious Safety Risks. ICML (Position Papers) Paul Youssef, Zhixue Zhao, Daniel Braun, Jörg Schlötterer, Christin Seifert
2025	J	`jnl`	Position: Editing Large Language Models Poses Serious Safety Risks. CoRR Paul Youssef, Zhixue Zhao, Daniel Braun, Jörg Schlötterer, Christin Seifert
2025	J	`jnl`	Quantifying Edits Decay in Fine-tuned LLMs. CoRR Yinjie Cheng, Paul Youssef, Christin Seifert, Jörg Schlötterer, Zhixue Zhao
2025	—	`conf`	The Impact of Annotator Personas on LLM Behavior Across the Perspectivism Spectrum. ICNLSP Olufunke Oluyemi Sarumi, Charles Welch, Daniel Braun, Jörg Schlötterer
2025	J	`jnl`	The Impact of Annotator Personas on LLM Behavior Across the Perspectivism Spectrum. CoRR Olufunke Oluyemi Sarumi, Charles Welch, Daniel Braun, Jörg Schlötterer
2025	J	`jnl`	This looks like what? Challenges and Future Research Directions for Part-Prototype Models. CoRR Khawla Elhadri, Tomasz Michalski, Adam Wróbel, Jörg Schlötterer, Bartosz Zielinski, Christin Seifert
2025	J	`jnl`	Towards Interpretable Deep Neural Networks for Tabular Data. CoRR Khawla Elhadri, Jörg Schlötterer, Christin Seifert
2025	J	`jnl`	Tracing and Reversing Rank-One Model Edits. CoRR Paul Youssef, Zhixue Zhao, Christin Seifert, Jörg Schlötterer
2025	J	`jnl`	XNNTab - Interpretable Neural Networks for Tabular Data using Sparse Autoencoders. CoRR Khawla Elhadri, Jörg Schlötterer, Christin Seifert
2024	—	`conf`	A Second Look on BASS - Boosting Abstractive Summarization with Unified Semantic Graphs - A Replication Study. ECIR (4) Osman Alperen Koras, Jörg Schlötterer, Christin Seifert
2024	J	`jnl`	A Second Look on BASS - Boosting Abstractive Summarization with Unified Semantic Graphs - A Replication Study. CoRR Osman Alperen Koras, Jörg Schlötterer, Christin Seifert
2024	B	`conf`	CEval: A Benchmark for Evaluating Counterfactual Text Generation. INLG Van Bach Nguyen, Christin Seifert, Jörg Schlötterer
2024	J	`jnl`	CEval: A Benchmark for Evaluating Counterfactual Text Generation. CoRR Van Bach Nguyen, Jörg Schlötterer, Christin Seifert
2024	J	`jnl`	Can We Reverse In-Context Knowledge Edits? CoRR Paul Youssef, Zhixue Zhao, Jörg Schlötterer, Christin Seifert
2024	—	`conf`	Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding. LREC/COLING Ahmad Idrissi-Yaghir, Amin Dada, Henning Schäfer, Kamyar Arzideh, Giulia Baldini, Jan Trienes, Max Hasin, Jeanette Bewersdorff, Cynthia S. Schmidt, Marie Bauer, Kaleb E. Smith, Jiang Bian, Yonghui Wu, Jörg Schlötterer, Torsten Zesch, Peter A. Horn, Christin Seifert, Felix Nensa, Jens Kleesiek, Christoph M. Friedrich
2024	J	`jnl`	Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding. CoRR Ahmad Idrissi-Yaghir, Amin Dada, Henning Schäfer, Kamyar Arzideh, Giulia Baldini, Jan Trienes, Max Hasin, Jeanette Bewersdorff, Cynthia S. Schmidt, Marie Bauer, Kaleb E. Smith, Jiang Bian, Yonghui Wu, Jörg Schlötterer, Torsten Zesch, Peter A. Horn, Christin Seifert, Felix Nensa, Jens Kleesiek, Christoph M. Friedrich
2024	—	`conf`	Corpus Considerations for Annotator Modeling and Scaling. NAACL-HLT Olufunke Oluyemi Sarumi, Béla Neuendorf, Joan Plepi, Lucie Flek, Jörg Schlötterer, Charles Welch
2024	J	`jnl`	Corpus Considerations for Annotator Modeling and Scaling. CoRR Olufunke Oluyemi Sarumi, Béla Neuendorf, Joan Plepi, Lucie Flek, Jörg Schlötterer, Charles Welch
2024	J	`jnl`	Detecting Edited Knowledge in Language Models. CoRR Paul Youssef, Zhixue Zhao, Jörg Schlötterer, Christin Seifert
2024	J	`jnl`	Enhancing Fact Retrieval in PLMs through Truthfulness. CoRR Paul Youssef, Jörg Schlötterer, Christin Seifert
2024	—	`conf`	InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification. ACL (1) Jan Trienes, Sebastian Joseph, Jörg Schlötterer, Christin Seifert, Kyle Lo, Wei Xu, Byron C. Wallace, Junyi Jessy Li
2024	J	`jnl`	InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification. CoRR Jan Trienes, Sebastian Joseph, Jörg Schlötterer, Christin Seifert, Kyle Lo, Wei Xu, Byron C. Wallace, Junyi Jessy Li
2024	—	`conf`	Investigating the Impact of Randomness on Reproducibility in Computer Vision: A Study on Applications in Civil Engineering and Medicine. CogMI Bahadir Eryilmaz, Osman Alperen Koras, Jörg Schlötterer, Christin Seifert
2024	J	`jnl`	Investigating the Impact of Randomness on Reproducibility in Computer Vision: A Study on Applications in Civil Engineering and Medicine. CoRR Bahadir Eryilmaz, Osman Alperen Koras, Jörg Schlötterer, Christin Seifert
2024	—	`conf`	LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study. EMNLP (Findings) Van Bach Nguyen, Paul Youssef, Christin Seifert, Jörg Schlötterer
2024	J	`jnl`	LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study. CoRR Van Bach Nguyen, Paul Youssef, Jörg Schlötterer, Christin Seifert
2024	J	`jnl`	Out of spuriousity: Improving robustness to spurious correlations without group annotations. CoRR Phuong Quynh Le, Jörg Schlötterer, Christin Seifert
2024	—	`conf`	PIPNet3D: Interpretable Detection of Alzheimer in MRI Scans. ISIC/iMIMIC/EARTH/DeCaF@MICCAI Lisa Anita De Santi, Jörg Schlötterer, Michael Scheschenja, Joel Wessendorf, Meike Nauta, Vincenzo Positano, Christin Seifert
2024	J	`jnl`	PIPNet3D: Interpretable Detection of Alzheimer in MRI Scans. CoRR Lisa Anita De Santi, Jörg Schlötterer, Michael Scheschenja, Joel Wessendorf, Meike Nauta, Vincenzo Positano, Christin Seifert
2024	—	`conf`	Patch-based Intuitive Multimodal Prototypes Network (PIMPNet) for Alzheimer's Disease classification. xAI (Late-breaking Work, Demos, Doctoral Consortium) Lisa Anita De Santi, Jörg Schlötterer, Meike Nauta, Vincenzo Positano, Christin Seifert
2024	J	`jnl`	Patch-based Intuitive Multimodal Prototypes Network (PIMPNet) for Alzheimer's Disease classification. CoRR Lisa Anita De Santi, Jörg Schlötterer, Meike Nauta, Vincenzo Positano, Christin Seifert
2024	—	`conf`	Prototype-Based Interpretable Breast Cancer Prediction Models: Analysis and Challenges. xAI (1) Shreyasi Pathak, Jörg Schlötterer, Jeroen Veltman, Jeroen Geerdink, Maurice van Keulen, Christin Seifert
2024	J	`jnl`	Prototype-based Interpretable Breast Cancer Prediction Models: Analysis and Challenges. CoRR Shreyasi Pathak, Jörg Schlötterer, Jeroen Veltman, Jeroen Geerdink, Maurice van Keulen, Christin Seifert
2024	—	`conf`	The Queen of England is not England's Queen: On the Lack of Factual Coherency in PLMs. EACL (Findings) Paul Youssef, Jörg Schlötterer, Christin Seifert
2024	J	`jnl`	The Queen of England is not England's Queen: On the Lack of Factual Coherency in PLMs. CoRR Paul Youssef, Jörg Schlötterer, Christin Seifert
2024	—	`conf`	XAgent: A Conversational XAI Agent Harnessing the Power of Large Language Models. xAI (Late-breaking Work, Demos, Doctoral Consortium) Van Bach Nguyen, Jörg Schlötterer, Christin Seifert
2023	A*	`conf`	Benchmarking eXplainable AI - A Survey on Available Toolkits and Open Challenges. IJCAI Phuong Quynh Le, Meike Nauta, Van Bach Nguyen, Shreyasi Pathak, Jörg Schlötterer, Christin Seifert
2023	J	`jnl`	From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI. ACM Comput. Surv. Meike Nauta, Jan Trienes, Shreyasi Pathak, Elisa Nguyen, Michelle Peters, Yasmin Schmitt, Jörg Schlötterer, Maurice van Keulen, Christin Seifert
2023	—	`conf`	From Black Boxes to Conversations: Incorporating XAI in a Conversational Agent. xAI (3) Van Bach Nguyen, Jörg Schlötterer, Christin Seifert
2023	—	`conf`	Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models. EMNLP (Findings) Paul Youssef, Osman Alperen Koras, Meijie Li, Jörg Schlötterer, Christin Seifert
2023	J	`jnl`	Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models. CoRR Paul Youssef, Osman Alperen Koras, Meijie Li, Jörg Schlötterer, Christin Seifert
2023	B	`conf`	Guidance in Radiology Report Summarization: An Empirical Evaluation and Error Analysis. INLG Jan Trienes, Paul Youssef, Jörg Schlötterer, Christin Seifert
2023	J	`jnl`	Guidance in Radiology Report Summarization: An Empirical Evaluation and Error Analysis. CoRR Jan Trienes, Paul Youssef, Jörg Schlötterer, Christin Seifert
2023	—	`conf`	Interpreting and Correcting Medical Image Classification with PIP-Net. ECAI Workshops (1) Meike Nauta, Johannes H. Hegeman, Jeroen Geerdink, Jörg Schlötterer, Maurice van Keulen, Christin Seifert
2023	J	`jnl`	Interpreting and Correcting Medical Image Classification with PIP-Net. CoRR Meike Nauta, Johannes H. Hegeman, Jeroen Geerdink, Jörg Schlötterer, Maurice van Keulen, Christin Seifert
2023	J	`jnl`	Is Last Layer Re-Training Truly Sufficient for Robustness to Spurious Correlations? CoRR Phuong Quynh Le, Jörg Schlötterer, Christin Seifert
2023	A*	`conf`	PIP-Net: Patch-Based Intuitive Prototypes for Interpretable Image Classification. CVPR Meike Nauta, Jörg Schlötterer, Maurice van Keulen, Christin Seifert
2023	—	`conf`	Patient trajectory visualization for FHIR healthcare data: A use case on melanoma patients. LWDA Meijie Li, Wolfgang Galetzka, Bahadir Eryilmaz, Georg Christian Lodde, Elisabeth Livingstone, Jörg Schlötterer, Christin Seifert
2023	—	`conf`	Privacy-Preserving Knowledge Transfer through Partial Parameter Sharing. ClinicalNLP@ACL Paul Youssef, Jörg Schlötterer, Christin Seifert
2023	J	`jnl`	Weakly Supervised Learning for Breast Cancer Prediction on Mammograms in Realistic Settings. CoRR Shreyasi Pathak, Jörg Schlötterer, Jeroen Geerdink, Onno Dirk Vijlbrief, Maurice van Keulen, Christin Seifert
2022	J	`jnl`	Explaining Machine Learning Models in Natural Conversations: Towards a Conversational XAI Agent. CoRR Van Bach Nguyen, Jörg Schlötterer, Christin Seifert
2022	J	`jnl`	From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI. CoRR Meike Nauta, Jan Trienes, Shreyasi Pathak, Elisa Nguyen, Michelle Peters, Yasmin Schmitt, Jörg Schlötterer, Maurice van Keulen, Christin Seifert
2022	—	`conf`	Model Personalization with Static and Dynamic Patients' Data. ICDM (Workshops) Paul Youssef, Jörg Schlötterer, Sultan Imangaliyev, Christin Seifert
2022	—	`conf`	Simulating User Interaction and Search Behaviour in Digital Libraries. IRCDL Saber Zerhoudi, Michael Granitzer, Christin Seifert, Jörg Schlötterer
2022	J	`jnl`	Towards a trustworthy, secure and reliable enclave for machine learning in a hospital setting: The Essen Medical Computing Platform (EMCP). CoRR Hendrik F. R. Schmidt, Jörg Schlötterer, Marcel Bargull, Enrico Nasca, Ryan Aydelott, Christin Seifert, Folker Meyer
2021	J	`jnl`	Conditional Generative Adversarial Networks for Speed Control in Trajectory Simulation. CoRR Sahib Julka, Vishal Sowrirajan, Jörg Schlötterer, Michael Granitzer
2021	—	`conf`	Query Change as a Contextual Markov Model for Simulating User Search Behaviour. FIRE Saber Zerhoudi, Michael Granitzer, Jörg Schlötterer, Christin Seifert
2021	—	`conf`	Rewriting Fictional Texts Using Pivot Paraphrase Generation and Character Modification. TDS Dou Liu, Tingting Zhu, Jörg Schlötterer, Christin Seifert, Shenghui Wang
2021	—	`conf`	Towards a trustworthy, secure and reliable enclave for machine learning in a hospital setting: The Essen Medical Computing Platform (EMCP). CogMI Hendrik F. R. Schmidt, Jörg Schlötterer, Marcel Bargull, Enrico Nasca, Ryan Aydelott, Christin Seifert, Folker Meyer
2020	—	`conf`	Influence of Random Walk Parametrization on Graph Embeddings. ECIR (2) Fabian Schliski, Jörg Schlötterer, Michael Granitzer
2020	J	`jnl`	Investigating Extensions to Random Walk Based Graph Embedding. CoRR Jörg Schlötterer, Martin Wehking, Fatemeh Salehi Rizi, Michael Granitzer
2020	J	`jnl`	QueryCrumbs search query history visualization - Usability, transparency and long-term usage. J. Comput. Lang. Jörg Schlötterer, Christin Seifert, Christopher Satchell, Michael Granitzer
2020	J	`jnl`	Shortest path distance approximation using deep learning techniques. CoRR Fatemeh Salehi Rizi, Jörg Schlötterer, Michael Granitzer
2020	—	`—`	Supporting the Discovery of Long-Tail Resources on the Web. Jörg Schlötterer
2019	J	`jnl`	Competitive Influence Maximization: Integrating Budget Allocation and Seed Selection. CoRR Amirhossein Ansari, Masoud Dadgar, Ali Hamzeh, Jörg Schlötterer, Michael Granitzer
2019	C	`conf`	Investigating Extensions to Random Walk Based Graph Embedding. ICCC Jörg Schlötterer, Martin Wehking, Fatemeh Salehi Rizi, Michael Granitzer
2019	J	`jnl`	Parallel Total Variation Distance Estimation with Neural Networks for Merging Over-Clusterings. CoRR Christian Reiser, Jörg Schlötterer, Michael Granitzer
2019	J	`jnl`	Policy Learning for Malaria Control. CoRR Van Bach Nguyen, Belaid Mohamed Karim, Bao Long Vu, Jörg Schlötterer, Michael Granitzer
2018	C	`conf`	QueryCrumbs for Experts: A Compact Visual Query Support System to Facilitate Insights into Search Engine Internals. IV Jörg Schlötterer, Christin Seifert, Michael Granitzer
2018	B	`conf`	Shortest Path Distance Approximation Using Deep Learning Techniques. ASONAM Fatemeh Salehi Rizi, Jörg Schlötterer, Michael Granitzer
2017	B	`conf`	Focus Paragraph Detection for Online Zero-Effort Queries: Lessons learned from Eye-Tracking Data. CHIIR Christin Seifert, Annett Mitschick, Jörg Schlötterer, Raimund Dachselt
2017	C	`conf`	On Joint Representation Learning of Network Structure and Document Content. CD-MAKE Jörg Schlötterer, Christin Seifert, Michael Granitzer
2017	C	`conf`	QueryCrumbs: A Compact Visualization for Navigating the Search Query History. IV Christin Seifert, Jörg Schlötterer, Michael Granitzer
2017	J	`jnl`	Ubiquitous Access to Digital Cultural Heritage. ACM Journal on Computing and Cultural Heritage Christin Seifert, Werner Bailer, Thomas Orgel, Louis Gantner, Roman Kern, Hermann Ziak, Albin Petit, Jörg Schlötterer, Stefan Zwicklbauer, Michael Granitzer
2016	Misc	`conf`	Inferring semantic interest profiles from Twitter followees: does Twitter know better than your friends? SAC Christoph Besel, Jörg Schlötterer, Michael Granitzer
2016	B	`conf`	Supporting Web Surfers in Finding Related Material in Digital Library Repositories. TPDL Jörg Schlötterer, Christin Seifert, Michael Granitzer
2015	—	`conf`	A Game with a Purpose to Access Europe's Cultural Treasure. GamifIR@ECIR Jörg Schlötterer, Christin Seifert, Lisa Wagner, Michael Granitzer
2015	A	`conf`	From Context-Aware to Context-Based: Mobile Just-In-Time Retrieval of Cultural Heritage Objects. ECIR Jörg Schlötterer, Christin Seifert, Wolfgang Lutz, Michael Granitzer
2015	Misc	`conf`	From context to query. SAC Jörg Schlötterer
2015	Misc	`conf`	Towards a feature-rich data set for personalized access to long-tail content. SAC Christin Seifert, Jörg Schlötterer, Michael Granitzer
2015	C	`conf`	User Interface Considerations for Browser-Based Just-in-Time-Retrieval. IV Christin Seifert, Jörg Schlötterer, Michael Granitzer