Oliver Eberle
9 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (6)
🗺️
Taxonomy Completionist
(15)
🧭
Keyword Pioneer
❓
The Questioner
Conferences
ACL (2)
ICML (2)
NIPS (2)
COLING (1)
EMNLP (1)
NAACL (1)
Top co-authors
Keywords
layer-wise relevance propagation
(3)
explainable ai
(3)
transformer model
(2)
attention visualization
(2)
weakly supervised learning
(1)
relation extraction
(1)
language model evaluation
(1)
feature attribution
(1)
eye tracking
(1)
model interpretability
(1)
human attention
(1)
multiple instance learning
(1)
semantic similarity
(1)
state space model
(1)
attention head
(1)
adversarial example
(1)
pre-trained language model
(1)
layer normalization
(1)
gradient propagation
(1)
contrastive explanation
(1)
Papers
Trick or Neat: Adversarial Ambiguity and Language Model Evaluation
ACL 2025
Position: We Need An Algorithmic Understanding of Generative AI
ICML 2025
Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations
COLING 2024
Explaining Text Similarity in Transformer Models
NAACL 2024
MambaLRP: Explaining Selective State Space Sequence Models
NIPS 2024
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
NIPS 2024
Rather a Nurse than a Physician - Contrastive Explanations under Investigation
EMNLP 2023
XAI for Transformers: Better Explanations through Conservative Propagation
ICML 2022
Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze?
ACL 2022