| Higher-order explanations of graph neural networks via relevant walks T Schnake, O Eberle, J Lederer, S Nakajima, KT Schütt, KR Müller, ... IEEE transactions on pattern analysis and machine intelligence 44 (11), 7581 …, 2021 | 182 | 2021 |
| XAI for transformers: Better explanations through conservative propagation A Ali, T Schnake, O Eberle, G Montavon, KR Müller, L Wolf International Conference on Machine Learning, 435-451, 2022 | 60 | 2022 |
| Building and interpreting deep similarity models O Eberle, J Büttner, F Kräutli, KR Müller, M Valleriani, G Montavon IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (3), 1149-1161, 2020 | 58 | 2020 |
| XAI for graphs: explaining graph neural network predictions by identifying relevant walks T Schnake, O Eberle, J Lederer, S Nakajima, KT Schütt, KR Müller, ... arXiv preprint arXiv:2006.03589, 2020 | 48 | 2020 |
| Do transformer models show similar attention patterns to task-specific human gaze? O Eberle, S Brandl, J Pilot, A Søgaard Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 24 | 2022 |
| An Ever-Expanding Humanities Knowledge Graph: The Sphaera Corpus at the Intersection of Humanities, Data Management, and Machine Learning H El-Hajj, M Zamani, J Büttner, J Martinetz, O Eberle, N Shlomi, A Siebold, ... Datenbank-Spektrum 22 (2), 153-162, 2022 | 8 | 2022 |
| Explainability and transparency in the realm of digital humanities: toward a historian XAI H El-Hajj, O Eberle, A Merklein, A Siebold, N Shlomi, J Büttner, ... International Journal of Digital Humanities 5 (2), 299-331, 2023 | 2 | 2023 |
| Rather a Nurse than a Physician--Contrastive Explanations under Investigation O Eberle, I Chalkidis, L Cabello, S Brandl arXiv preprint arXiv:2310.11906, 2023 | 2 | 2023 |
| Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations S Brandl, O Eberle, T Ribeiro, A Søgaard, N Hollenstein arXiv preprint arXiv:2402.19133, 2024 | | 2024 |
| Rather a nurse than a physician-Contrastive explanations under investigation I Chalkidis, O Eberle, L Cabello, S Brandl Northern Lights Deep Learning Conference Abstracts 2024, 2023 | | 2023 |
| Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI O Eberle, J Büttner, H El-Hajj, G Montavon, KR Müller, M Valleriani arXiv preprint arXiv:2310.09091, 2023 | | 2023 |
| Explainable structured machine learning: insights into similarity, graph and transformer models O Eberle Dissertation, Berlin, Technische Universität Berlin, 2022, 2022 | | 2022 |
Grégoire MontavonFreie Universität BerlinVerified email at fu-berlin.de
