Felix Stollenwerk

14 papers A* 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Modalities, a PyTorch-native Framework For Large-scale LLM Training and Research.
CoRR
Max Lübbering, Timm Ruland, Richard Rutmann, Felix Stollenwerk, David Fitzek, Michael Fromm, Alexander Arno Weber, Rafet Sifa, Nicolas Flores-Herr, Joachim Köhler, Mehdi Ali
2026 — conf
On the Mathematical Relationship Between Layer Normalization and Dynamic Activation Functions.
EACL (Volume 2: Short Papers)
Felix Stollenwerk
2026 J jnl
Output Embedding Centering for Stable LLM Pretraining.
CoRR
Felix Stollenwerk, Anna Lokrantz, Niclas Hertzberg
2025 — conf
Better Embeddings with Coupled Adam.
ACL (1)
Felix Stollenwerk, Tobias Stollenwerk
2025 J jnl
Better Embeddings with Coupled Adam.
CoRR
Felix Stollenwerk, Tobias Stollenwerk
2025 A* conf
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models.
EMNLP
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
2025 J jnl
The Mathematical Relationship Between Layer Normalization and Dynamic Activation Functions.
CoRR
Felix Stollenwerk
2024 — conf
GPT-SW3: An Autoregressive Language Model for the Scandinavian Languages.
LREC/COLING
Ariel Ekgren, Amaru Cuba Gyllensten, Felix Stollenwerk, Joey Öhman, Tim Isbister, Evangelia Gogoulou, Fredrik Carlsson, Judit Casademont, Magnus Sahlgren
2023 J jnl
Annotated Job Ads with Named Entity Recognition.
CoRR
Felix Stollenwerk, Niklas Fastlund, Anna Nyqvist, Joey Öhman
2023 J jnl
GPT-SW3: An Autoregressive Language Model for the Nordic Languages.
CoRR
Ariel Ekgren, Amaru Cuba Gyllensten, Felix Stollenwerk, Joey Öhman, Tim Isbister, Evangelia Gogoulou, Fredrik Carlsson, Alice Heiman, Judit Casademont, Magnus Sahlgren
2023 J jnl
Text Annotation Handbook: A Practical Guide for Machine Learning Projects.
CoRR
Felix Stollenwerk, Joey Öhman, Danila Petrelli, Emma Wallerö, Fredrik Olsson, Camilla Bengtsson, Andreas Horndahl, Gabriela Zarzar Gandler
2023 J jnl
Training and Evaluation of a Multilingual Tokenizer for GPT-SW3.
CoRR
Felix Stollenwerk
2023 J jnl
nerblackbox: A High-level Library for Named Entity Recognition in Python.
CoRR
Felix Stollenwerk
2022 J jnl
Adaptive Fine-Tuning of Transformer-Based Language Models for Named Entity Recognition.
CoRR
Felix Stollenwerk