Sotabase

Career

· Visiting Researcher, New York University2024–2025
· Visiting Researcher, Northeastern University2024–2024
· PhD Candidate & Research Associate, University of Mannheim2022–
· Software Consultant, Fresenius Group2019–2021
· Master of Science (M.Sc.) Data Science, University of Mannheim2019–2021
· Bachelor of Science (B.Sc.) Business Informatics, Baden-Wuerttemberg Cooperative State University (DHBW)2016–2019
· Cooperative Student, Fresenius Group2016–2019

Publications (28)

A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task
Annual Meeting of the Association for Computational Linguistics · 2024
49
cited
The Quest for the Right Mediator: A History, Survey, and Theoretical Grounding of Causal Interpretability
arXiv.org · 2024
49
cited
Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models
Neural Information Processing Systems · 2024
47
cited
Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages
North American Chapter of the Association for Computational Linguistics · 2025
30
cited
NNsight and NDIF: Democratizing Access to Foundation Model Internals
arXiv.org · 2024
26
cited
NNsight and NDIF: Democratizing Access to Open-Weight Foundation Model Internals
International Conference on Learning Representations · 2024
19
cited
A Multidimensional Analysis of Social Biases in Vision Transformers
IEEE International Conference on Computer Vision · 2023
13
cited
Analyzing and Interpreting
2020
8
cited
Bias Mitigation for Large Language Models using Adversarial Learning
AEQUITAS@ECAI · 2023
8
cited
The Quest for the Right Mediator: Surveying Mechanistic Interpretability for NLP Through the Lens of Causal Mediation Analysis
Computational Linguistics · 2024
3
cited
Jailbreak Transferability Emerges from Shared Representations
2025
1
cited
In-Context Algebra
arXiv.org · 2025
In-Context Learning Without Copying
arXiv.org · 2025
Mechanisms of AI Protein Folding in ESMFold
2026
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Jannik Brinkmann | Researcher Profile | Sotabase | Sotabase