Oliver Eberle
- XAI for Transformers: Better Explanations through Conservative Propagation
2022/02/15 by Ameen Ali, Thomas Schnake, Ali, Ameen +9 · 12 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications
- MambaLRP: Explaining Selective State Space Sequence Models
2024/06/11 by Farnoush Rezaei Jafari, Grégoire Montavon, Jafari, Farnoush Rezaei +6 · 1 voice · 6 citations
Computer Science · Decision Sciences · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Simulation Techniques and Applications #cs.AI #cs.LG #stat.ML
- Capturing Polysemanticity with PRISM: A Multi-Concept Feature Description Framework
2025/06/18 by Laura Kopf, Nils Feldhus, Kopf, Laura +12 · 5 voices · 4 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Topic Modeling #Multimodal Machine Learning Applications
- xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
2024/06/06 by Julius Hense, Mina Jamshidi Idaji, Hense, Julius +17 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Algorithmic Primitives and Compositional Geometry of Reasoning in Language Models
2025/10/13 by Samuel Lippl, Thomas McGee, Lippl, Samuel +13 · 2 voices · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
- Position: We Need An Algorithmic Understanding of Generative AI
2025/07/10 by Oliver Eberle, Eberle, Oliver, Thomas McGee +8 · 1 voice · 4 citations
Computer Science · Neuroscience · #Explainable Artificial Intelligence (XAI) #Embodied and Extended Cognition #Evolutionary Algorithms and Applications
- Explaining Text Similarity in Transformer Models
2024/05/10 by Alexandros Vasileiou, Oliver Eberle, Vasileiou, Alexandros +1 · 1 citation
Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Trick or Neat: Adversarial Ambiguity and Language Model Evaluation
2025/06/01 by Antonia Karamolegkou, Oliver Eberle, Karamolegkou, Antonia +7 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques