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2020 – today
- 2024
[c5]Stephanie Brandl, Oliver Eberle, Tiago Ribeiro, Anders Søgaard, Nora Hollenstein:
Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations. LREC/COLING 2024: 6544-6556- [c4]Alexandros Vasileiou, Oliver Eberle:
Explaining Text Similarity in Transformer Models. NAACL-HLT 2024: 7859-7873 - [d2]Oliver Eberle
, Jochen Büttner, Hassan El-Hajj, Grégoire Montavon, Klaus-Robert Müller, Matteo Valleriani:
Code and Data for Historical Insights from Sacrobosco Tables Project. Version 1. Zenodo, 2024 [all versions]
- [d1]Oliver Eberle, Jochen Büttner, Hassan El-Hajj, Grégoire Montavon, Klaus-Robert Müller, Matteo Valleriani:
Code and Data for "Historical Insights from Sacrobosco Tables" Project. Version 2. Zenodo, 2024 [all versions] - [i11]Stephanie Brandl, Oliver Eberle, Tiago Ribeiro, Anders Søgaard, Nora Hollenstein:
Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations. CoRR abs/2402.19133 (2024) - [i10]Alexandros Vasileiou, Oliver Eberle:
Explaining Text Similarity in Transformer Models. CoRR abs/2405.06604 (2024) - [i9]Julius Hense, Mina Jamshidi Idaji, Oliver Eberle, Thomas Schnake, Jonas Dippel, Laure Ciernik, Oliver Buchstab, Andreas Mock, Frederick Klauschen, Klaus-Robert Müller:
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology. CoRR abs/2406.04280 (2024) - [i8]Farnoush Rezaei Jafari, Grégoire Montavon, Klaus-Robert Müller, Oliver Eberle:
MambaLRP: Explaining Selective State Space Sequence Models. CoRR abs/2406.07592 (2024) - [i7]Stephanie Brandl, Oliver Eberle:
Comparing zero-shot self-explanations with human rationales in multilingual text classification. CoRR abs/2410.03296 (2024) - 2023
- [c3]Oliver Eberle, Ilias Chalkidis, Laura Cabello, Stephanie Brandl:
Rather a Nurse than a Physician - Contrastive Explanations under Investigation. EMNLP 2023: 6907-6920 - [i6]Oliver Eberle, Jochen Büttner, Hassan El-Hajj, Grégoire Montavon, Klaus-Robert Müller, Matteo Valleriani:
Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI. CoRR abs/2310.09091 (2023) - [i5]Oliver Eberle, Ilias Chalkidis, Laura Cabello, Stephanie Brandl:
Rather a Nurse than a Physician - Contrastive Explanations under Investigation. CoRR abs/2310.11906 (2023) - 2022
- [b1]Oliver Eberle:
Explainable structured machine learning: insights into similarity, graph and transformer models. Technical University of Berlin, Germany, 2022 - [j3]Hassan El-Hajj, Maryam Zamani, Jochen Büttner, Julius Martinetz, Oliver Eberle, Noga Shlomi, Anna Siebold, Grégoire Montavon, Klaus-Robert Müller, Holger Kantz, Matteo Valleriani:
An Ever-Expanding Humanities Knowledge Graph: The Sphaera Corpus at the Intersection of Humanities, Data Management, and Machine Learning. Datenbank-Spektrum 22(2): 153-162 (2022) - [j2]Oliver Eberle, Jochen Büttner, Florian Kräutli, Klaus-Robert Müller, Matteo Valleriani, Grégoire Montavon:
Building and Interpreting Deep Similarity Models. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1149-1161 (2022) - [j1]Thomas Schnake, Oliver Eberle, Jonas Lederer, Shinichi Nakajima, Kristof T. Schütt, Klaus-Robert Müller, Grégoire Montavon:
Higher-Order Explanations of Graph Neural Networks via Relevant Walks. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7581-7596 (2022) - [c2]Oliver Eberle, Stephanie Brandl, Jonas Pilot, Anders Søgaard:
Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze? ACL (1) 2022: 4295-4309 - [c1]Ameen Ali, Thomas Schnake, Oliver Eberle, Grégoire Montavon, Klaus-Robert Müller, Lior Wolf:
XAI for Transformers: Better Explanations through Conservative Propagation. ICML 2022: 435-451 - [i4]Ameen Ali, Thomas Schnake, Oliver Eberle, Grégoire Montavon, Klaus-Robert Müller, Lior Wolf:
XAI for Transformers: Better Explanations through Conservative Propagation. CoRR abs/2202.07304 (2022) - [i3]Stephanie Brandl, Oliver Eberle, Jonas Pilot, Anders Søgaard:
Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze? CoRR abs/2205.10226 (2022) - 2020
- [i2]Oliver Eberle, Jochen Büttner, Florian Kräutli, Klaus-Robert Müller, Matteo Valleriani, Grégoire Montavon:
Building and Interpreting Deep Similarity Models. CoRR abs/2003.05431 (2020) - [i1]Thomas Schnake, Oliver Eberle, Jonas Lederer, Shinichi Nakajima, Kristof T. Schütt, Klaus-Robert Müller, Grégoire Montavon:
XAI for Graphs: Explaining Graph Neural Network Predictions by Identifying Relevant Walks. CoRR abs/2006.03589 (2020)
Coauthor Index
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last updated on 2024-11-13 23:52 CET by the dblp team
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