Felix Stollenwerk

According to our database, Felix Stollenwerk authored at least 12 papers between 2022 and 2026.

Collaborative distances:

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

2026

Modalities, a PyTorch-native Framework For Large-scale LLM Training and Research.

Max Lübbering, Timm Ruland, Richard Rutmann, Felix Stollenwerk, David Fitzek, Michael Fromm, Alexander Arno Weber, Rafet Sifa, Nicolas Flores-Herr, Joachim Köhler, Mehdi Ali

CoRR, February, 2026

Output Embedding Centering for Stable LLM Pretraining.

Felix Stollenwerk, Anna Lokrantz, Niclas Hertzberg

CoRR, January, 2026

On the Mathematical Relationship Between Layer Normalization and Dynamic Activation Functions.

Felix Stollenwerk

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models.

Mehdi Ali, Manuel Brack, Max Lübbering, Elias Wendt, Abbas Goher Khan, Richard Rutmann, Alex Jude, Maurice Kraus, Alexander Arno Weber, Felix Stollenwerk, David Kaczér, Florian Mai, Lucie Flek, Rafet Sifa, Nicolas Flores-Herr, Joachim Köhler, Patrick Schramowski, Michael Fromm, Kristian Kersting

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Better Embeddings with Coupled Adam.

Felix Stollenwerk, Tobias Stollenwerk

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

GPT-SW3: An Autoregressive Language Model for the Scandinavian Languages.

Ariel Ekgren, Amaru Cuba Gyllensten, Felix Stollenwerk, Joey Öhman, Tim Isbister, Evangelia Gogoulou, Fredrik Carlsson, Judit Casademont, Magnus Sahlgren

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

2023

nerblackbox: A High-level Library for Named Entity Recognition in Python.

Felix Stollenwerk

CoRR, 2023

Text Annotation Handbook: A Practical Guide for Machine Learning Projects.

Felix Stollenwerk, Joey Öhman, Danila Petrelli, Emma Wallerö, Fredrik Olsson, Camilla Bengtsson, Andreas Horndahl, Gabriela Zarzar Gandler

CoRR, 2023

Annotated Job Ads with Named Entity Recognition.

Felix Stollenwerk, Niklas Fastlund, Anna Nyqvist, Joey Öhman

CoRR, 2023

GPT-SW3: An Autoregressive Language Model for the Nordic Languages.

Ariel Ekgren, Amaru Cuba Gyllensten, Felix Stollenwerk, Joey Öhman, Tim Isbister, Evangelia Gogoulou, Fredrik Carlsson, Alice Heiman, Judit Casademont, Magnus Sahlgren

CoRR, 2023

Training and Evaluation of a Multilingual Tokenizer for GPT-SW3.

Felix Stollenwerk

CoRR, 2023

2022

Adaptive Fine-Tuning of Transformer-Based Language Models for Named Entity Recognition.

Felix Stollenwerk

CoRR, 2022