Benjamin Winter

According to our database, Benjamin Winter authored at least 7 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Analysis and Domain-Transfer of Transformer Language Models in Limited Data Environments.

Benjamin Winter

PhD thesis, 2025

Demonstration: The MeDaX-KG on FHIR.

Ilya Mazein, Tom Gebhardt, Sebastian Berthe, Kai Fitzer, Ron Henkel, Markus Mandalka, Seyed Reza Mazlooman, Lea Michaelis, Dagmar Waltemath, Benjamin Winter, Judith A. H. Wodke

Proceedings of the 16th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences (SWAT4HCLS 2025), 2025

Comply: Learning Sentences with Complex Weights inspired by Fruit Fly Olfaction.

Alexei Figueroa, Justus Westerhoff, Golzar Atefi, Dennis Fast, Benjamin Winter, Felix Alexander Gers, Alexander Löser, Wolfgang Nejdl

Proceedings of the Neuro Inspired Computational Elements, 2025

2024

DDxGym: Online Transformer Policies in a Knowledge Graph Based Natural Language Environment.

Benjamin Winter, Alexei Gustavo Figueroa Rosero, Alexander Löser, Felix Alexander Gers, Nancy Katerina Figueroa Rosero, Ralf Krestel

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2022

KIMERA: Injecting Domain Knowledge into Vacant Transformer Heads.

Benjamin Winter, Alexei Figueroa Rosero, Alexander Löser, Felix Alexander Gers, Amy Siu

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

2020

VisBERT: Hidden-State Visualizations for Transformers.

Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

2019

How Does BERT Answer Questions?: A Layer-Wise Analysis of Transformer Representations.

Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019