Published in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2022
We present UKP-SQUARE, an extensible online QA platform for researchers which allows users to query and analyze a large collection of modern Skills via a user-friendly web interface and integrated behavioural tests.
Published in In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2023
We introduce Adapters, an open-source library that unifies parameter-efficient and modular transfer learning in large language models.
Published in arxiv preprint, 2024
We scale sparse fine-tuning methods for 7b and 13b Llama 2, such that the memory requirements scale linearly with the number of paramerters updated by the fine-tuning.
Undergraduate course, TU Darmstadt, Computer Science, 2019
Teaching concets taught in the lecture during exercise sessions and providing individual support during offife hours.
Workshop, ALPS Winter School, 2022
Assisting in the QA-session and the lab on adapter-transformers.