I am a PhD student in the LTl at the University of Cambridge. My research focuses on natural language processing. I am particularly interested in parameter efficient tuning methods and transfer learning. I contribute to the AdapterHub, a well-established framework for easily adding and training new parameters within transfer-based language models, and to research projects related to adapters.

Publications

UKP-SQUARE: An Online Platform for Question Answering Research.

Tim Baumgärtner, Kexin Wang, Rachneet Sachdeva, Gregor Geigle, Max Eichler, Clifton Poth, Hannah Sterz, Haritz Puerto, Leonardo F. R. Ribeiro, Jonas Pfeiffer, Nils Reimers, Gözde Şahin, and Iryna Gurevych. 2022. "UKP-SQUARE: An Online Platform for Question Answering Research." In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, pages 9–22, Dublin, Ireland. Association for Computational Linguistics.

Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning

Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, Leon Engländer, Timo Imhof, Ivan Vulić, Sebastian Ruder, Iryna Gurevych, Jonas Pfeiffer

Scaling Sparse Fine-Tuning to Large Language Models

Alan Ansell, Ivan Vulić, Hannah Sterz, Anna Korhonen, Edoardo M. Ponti