Jörg Schlötterer

CoRR, 2024

Can We Reverse In-Context Knowledge Edits?

[BibT_eX]

[DOI]

CoRR, 2024

Investigating the Impact of Randomness on Reproducibility in Computer Vision: A Study on Applications in Civil Engineering and Medicine.

[BibT_eX]

[DOI]

CoRR, 2024

Out of spuriousity: Improving robustness to spurious correlations without group annotations.

[BibT_eX]

[DOI]

Phuong Quynh Le

CoRR, 2024

Detecting Edited Knowledge in Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

PIPNet3D: Interpretable Detection of Alzheimer in MRI Scans.

[BibT_eX]

[DOI]

CoRR, 2024

Patch-based Intuitive Multimodal Prototypes Network (PIMPNet) for Alzheimer's Disease classification.

[BibT_eX]

[DOI]

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

Prototype-Based Interpretable Breast Cancer Prediction Models: Analysis and Challenges.

[BibT_eX]

[DOI]

Proceedings of the Explainable Artificial Intelligence, 2024

XAgent: A Conversational XAI Agent Harnessing the Power of Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

Corpus Considerations for Annotator Modeling and Scaling.

[BibT_eX]

[DOI]

Olufunke Oluyemi Sarumi

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

CEval: A Benchmark for Evaluating Counterfactual Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 17th International Natural Language Generation Conference, 2024

LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

A Second Look on BASS - Boosting Abstractive Summarization with Unified Semantic Graphs - A Replication Study.

[BibT_eX]

[DOI]

Osman Alperen Koras

Proceedings of the Advances in Information Retrieval, 2024

The Queen of England is not England's Queen: On the Lack of Factual Coherency in PLMs.

[BibT_eX]

[DOI]

Paul Youssef

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2023

Weakly Supervised Learning for Breast Cancer Prediction on Mammograms in Realistic Settings.

[BibT_eX]

[DOI]

CoRR, 2023

Is Last Layer Re-Training Truly Sufficient for Robustness to Spurious Correlations?

[BibT_eX]

[DOI]

Phuong Quynh Le

CoRR, 2023

From Black Boxes to Conversations: Incorporating XAI in a Conversational Agent.

[BibT_eX]

[DOI]

Proceedings of the Explainable Artificial Intelligence, 2023

Patient trajectory visualization for FHIR healthcare data: A use case on melanoma patients.

[BibT_eX]

[DOI]

Meijie Li

Wolfgang Galetzka

Bahadir Eryilmaz

Georg Christian Lodde

Elisabeth Livingstone

Proceedings of the Lernen, 2023

Guidance in Radiology Report Summarization: An Empirical Evaluation and Error Analysis.

[BibT_eX]

[DOI]

Proceedings of the 16th International Natural Language Generation Conference, 2023

Benchmarking eXplainable AI - A Survey on Available Toolkits and Open Challenges.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Interpreting and Correcting Medical Image Classification with PIP-Net.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023

PIP-Net: Patch-Based Intuitive Prototypes for Interpretable Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Privacy-Preserving Knowledge Transfer through Partial Parameter Sharing.

[BibT_eX]

[DOI]

Paul Youssef

Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023

2022

Explaining Machine Learning Models in Natural Conversations: Towards a Conversational XAI Agent.

[BibT_eX]

[DOI]

CoRR, 2022

Simulating User Interaction and Search Behaviour in Digital Libraries.

[BibT_eX]

[DOI]

Proceedings of the 18th Italian Research Conference on Digital Libraries, 2022

Model Personalization with Static and Dynamic Patients' Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Evaluating Simulated User Interaction and Search Behaviour.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2022

2021

Rewriting Fictional Texts Using Pivot Paraphrase Generation and Character Modification.

[BibT_eX]

[DOI]

Proceedings of the Text, Speech, and Dialogue - 24th International Conference, 2021

Conditional Generative Adversarial Networks for Speed Control in Trajectory Simulation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

Query Change as a Contextual Markov Model for Simulating User Search Behaviour.

[BibT_eX]

[DOI]

Proceedings of the FIRE 2021: Forum for Information Retrieval Evaluation, Virtual Event, India, December 13, 2021

Towards a trustworthy, secure and reliable enclave for machine learning in a hospital setting: The Essen Medical Computing Platform (EMCP).

[BibT_eX]

[DOI]

Hendrik F. R. Schmidt

Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021

2020

Supporting the Discovery of Long-Tail Resources on the Web.

[BibT_eX]

[DOI]

PhD thesis, 2020

QueryCrumbs search query history visualization - Usability, transparency and long-term usage.

[BibT_eX]

[DOI]

J. Comput. Lang., 2020

Influence of Random Walk Parametrization on Graph Embeddings.

[BibT_eX]

[DOI]

Fabian Schliski

Proceedings of the Advances in Information Retrieval, 2020

2019

Competitive Influence Maximization: Integrating Budget Allocation and Seed Selection.

[BibT_eX]

[DOI]

CoRR, 2019

Parallel Total Variation Distance Estimation with Neural Networks for Merging Over-Clusterings.

[BibT_eX]

[DOI]

Christian Reiser

CoRR, 2019

Policy Learning for Malaria Control.

[BibT_eX]

[DOI]

CoRR, 2019

Investigating Extensions to Random Walk Based Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Cognitive Computing, 2019

2018

QueryCrumbs for Experts: A Compact Visual Query Support System to Facilitate Insights into Search Engine Internals.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference Information Visualisation, 2018

Shortest Path Distance Approximation Using Deep Learning Techniques.

[BibT_eX]

[DOI]

Fatemeh Salehi Rizi

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017

Ubiquitous Access to Digital Cultural Heritage.

[BibT_eX]

[DOI]

ACM Journal on Computing and Cultural Heritage, January, 2017

QueryCrumbs: A Compact Visualization for Navigating the Search Query History.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference Information Visualisation, 2017

Focus Paragraph Detection for Online Zero-Effort Queries: Lessons learned from Eye-Tracking Data.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017

On Joint Representation Learning of Network Structure and Document Content.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Extraction, 2017

2016

Inferring semantic interest profiles from Twitter followees: does Twitter know better than your friends?

[BibT_eX]

[DOI]

Christoph Besel

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Supporting Web Surfers in Finding Related Material in Digital Library Repositories.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 2016

2015

Towards a feature-rich data set for personalized access to long-tail content.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

From context to query.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

User Interface Considerations for Browser-Based Just-in-Time-Retrieval.

[BibT_eX]

[DOI]