Niclas Doll

According to our database, Niclas Doll authored at least 7 papers between 2002 and 2026.

Collaborative distances:

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

2026

Can Continual Pre-training Bridge the Performance Gap between General-purpose and Specialized Language Models in the Medical Domain?

Niclas Doll, Jasper Schulze Buschhoff, Shalaka Satheesh, Hammam Abdelwahab, Héctor Allende-Cid, Katrin Klug

CoRR, April, 2026

2025

Exploring the Limits of Model Compression in LLMs: A Knowledge Distillation Study on QA Tasks.

Joyeeta Datta, Niclas Doll, Qusai Ramadan, Zeyd Boukhers

CoRR, July, 2025

From BERT to generative AI - Comparing encoder-only vs. large language models in a cohort of lung cancer patients for named entity recognition in unstructured medical reports.

Kamyar Arzideh, Henning Schäfer, Héctor Allende-Cid, Giulia Baldini, Thomas Hilser, Ahmad Idrissi-Yaghir, Katharina Laue, Nilesh Chakraborty, Niclas Doll, Dario Antweiler, Katrin Klug, Niklas Beck, Sven Giesselbach, Christoph M. Friedrich, Felix Nensa, Martin Schuler, René Hosch

Comput. Biol. Medicine, 2025

2024

Tokenizer Choice For LLM Training: Negligible or Crucial?

Mehdi Ali, Michael Fromm, Klaudia Thellmann, Richard Rutmann, Max Lübbering, Johannes Leveling, Katrin Klug, Jan Ebert, Niclas Doll, Jasper Schulze Buschhoff, Charvi Jain, Alexander Arno Weber, Lena Jurkschat, Hammam Abdelwahab, Chelsea John, Pedro Ortiz Suarez, Malte Ostendorff, Samuel Weinbach, Rafet Sifa, Stefan Kesselheim, Nicolas Flores-Herr

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

SKIE-SRL: Structured Key Information Extraction from Business Documents Using Statistical Relational Learning.

Birgit Kirsch, Xiang Yu, Nilesh Chakraborty, Niclas Doll, Sven Giesselbach, Stefan Rüping

Proceedings of the Machine Learning, Optimization, and Data Science, 2024

2021

Introducing the NLU Showroom: A NLU Demonstrator for the German Language.

Dennis Wegener, Sven Giesselbach, Niclas Doll, Heike Horstmann

Proceedings of the 3rd Conference on Language, Data and Knowledge, 2021

2002

CSDBase: an interactive database for cold shock domain-containing proteins and the bacterial cold shock response.

Michael H. W. Weber, Ingo Fricke, Niclas Doll, Mohamed A. Marahiel

Nucleic Acids Res., 2002