Laura Kopf
Laura Kopf
Doctoral Researcher
Affiliation: BIFOLD
Laura Kopf is a PhD candidate at Technische Universität Berlin (TU Berlin), pursuing a doctorate in Computer Science, and a research associate at BIFOLD. Her research explores the internal representations of neural networks, with a particular focus on understanding which concepts are encoded within these models. Laura works on developing automated interpretability methods and evaluating the reliability of such approaches.
- Explainable AI
- Interpretability
- Natural Language Processing
- Computer Vision
Nils Feldhus, Laura Kopf
Interpreting Language Models Through Concept Descriptions: A Survey
Laura Kopf, Nils Feldhus, Kirill Bykov, Philine Lou Bommer, Anna Hedström, Marina M.-C. Höhne, Oliver Eberle