Niclas Doll

PhD student, Knowledge Discovery, Fraunhofer Institute IAIS, Fraunhofer IAIS

Joined

February 2024

Names

Niclas Doll (Preferred)

Emails

****@iais.fraunhofer.de (Confirmed)

Personal Links

DBLP

Semantic Scholar

ACL Anthology

Career & Education History

PhD student

Knowledge Discovery, Fraunhofer Institute IAIS, Fraunhofer IAIS (iais.fraunhofer.de)

2023 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Exploring the Limits of Model Compression in LLMs: A Knowledge Distillation Study on QA Tasks
Joyeeta Datta, Niclas Doll, Qusai Ramadan, Zeyd Boukhers
- CoRR 2025
- Readers: Everyone
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
- Readers: Everyone
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 et al. (1 additional authors not shown)
- NAACL-HLT (Findings) 2024
- Readers: Everyone
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
- LOD (2) 2024
- Readers: Everyone
Introducing the NLU Showroom: A NLU Demonstrator for the German Language
Dennis Wegener, Sven Giesselbach, Niclas Doll, Heike Horstmann
- LDK 2021
- Readers: Everyone

Co-Authors

View all 43 co-authors

Niclas Doll

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

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

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

Tokenizer Choice For LLM Training: Negligible or Crucial?

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

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

Co-Authors