Carolin Holtermann

Carolin Holtermann is a Doctoral Researcher in Data Science at the University of Hamburg Business School. She holds a Master's degree in Data Science from the University of Mannheim, where her thesis focused on Computational Argumentation, Ethics, and Sustainability in AI. After graduation, she worked as a Data Science Consultant optimizing supply chain processes using machine learning. Currently part of Prof. Dr. Anne Lauscher's team, her research emphasizes Natural Language Processing, Multilingual Models, and Responsible AI.

Education:

• Master's in Data Science, University of Mannheim (2021)

Research Interests:

• Natural Language Processing
• Multimodal Learning
• Responsible AI
• Parameter-Efficient Transfer Learning

Publications highlight contributions to multilingual capabilities of LLMs, bias analysis in vision-language models, and efficient knowledge composition techniques. Her work bridges technical advancements with ethical considerations in AI systems.