Christopher Tauchmann
Machine Learning Group, Computer Science Department, TU Darmstadt. Hochschulstrasse 1, Room S1|03 078, 64289 Darmstadt, Germany
+49 6151 16 21374 tauchmann (at) cs (dot) tu-darmstadt (dot) de

Meetings by appointment

Mission. During my PhD I worked on machine learning (ML) and automatic summarization for NLP, with a strong focus on corpus annotation methods. Currently, I am interested in adapting very large (vision-) language models to downstream tasks; particularly parameter-efficient fine-tuning methods (e.g., prompt-tuning, adapters, etc.), but also approaches not learning parameters (e.g., in-context learning, or altering representations and neurons). Moreover, I like exploring interpretability of these models, such as tracing information flow or analyzing different architecture components.

Bio. I'm currently a PostDoc in the Artificial Intelligence and Machine Learning Lab at the Computer Science Department of the TU Darmstadt University.


Publications


Publications can be found at DBLP, SemanticScholar