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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About Me
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Posts
publications
UKP-SQUARE: An Online Platform for Question Answering Research.
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.
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning
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.
Scaling Sparse Fine-Tuning to 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.
teaching
Student Assistant in Teaching
Undergraduate course, TU Darmstadt, Computer Science, 2019
Teaching concets taught in the lecture during exercise sessions and providing individual support during offife hours.
Teaching Assistant - ALPS Winter School
Workshop, ALPS Winter School, 2022
Assisting in the QA-session and the lab on adapter-transformers.