Paul Grundmann

Joined

September 2025

Names

Paul Grundmann (Preferred)

Emails

****@bht-berlin.de (Confirmed)

Personal Links

Career & Education History

PhD student

VI, Berliner Hochschule für Technik (bht-berlin.de)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2024 – 2025

PhD Advisor

Alexander Löser

2020 – 2025

Expertise

Clinical NLP

2020 – 2025

Publications

Evaluating Financial Literacy of Large Language Models through Domain Specific Languages for Plain Text Accounting
Alexei Gustavo Figueroa Rosero, Paul Grundmann, Julius Freidank, Wolfgang Nejdl, Alexander Löser
- COLING Workshops 2025
- Readers: Everyone
medBERT.de: A comprehensive German BERT model for the medical domain
Keno K. Bressem, Jens-Michalis Papaioannou, Paul Grundmann, Florian Borchert, Lisa C. Adams, Leonhard Liu, Felix Busch, Lina Xu, Jan P. Loyen, Stefan Markus Niehues, Moritz Augustin, Lennart Grosser, Marcus R. Makowski, Hugo J. W. L. Aerts, Alexander Löser
- Expert Syst. Appl. 2024
- Readers: Everyone
Data Drift in Clinical Outcome Prediction from Admission Notes
Paul Grundmann, Jens-Michalis Papaioannou, Tom Oberhauser, Thomas Steffek, Amy Siu, Wolfgang Nejdl, Alexander Löser
- LREC/COLING 2024
- Readers: Everyone
MEDBERT.de: A Comprehensive German BERT Model for the Medical Domain
Keno K. Bressem, Jens-Michalis Papaioannou, Paul Grundmann, Florian Borchert, Lisa C. Adams, Leonhard Liu, Felix Busch, Lina Xu, Jan P. Loyen, Stefan Markus Niehues, Moritz Augustin, Lennart Grosser, Marcus R. Makowski, Hugo J. W. L. Aerts, Alexander Löser
- Published: 01 Jan 2023, Last Modified: 02 Sept 2023
- CoRR 2023
- Readers: Everyone
MedAlpaca - An Open-Source Collection of Medical Conversational AI Models and Training Data
Tianyu Han, Lisa C. Adams, Jens-Michalis Papaioannou, Paul Grundmann, Tom Oberhauser, Alexander Löser, Daniel Truhn, Keno K. Bressem
- Published: 01 Jan 2023, Last Modified: 02 Sept 2023
- CoRR 2023
- Readers: Everyone
Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction
Paul Grundmann, Tom Oberhauser, Felix A. Gers, Alexander Löser
- Published: 01 Jan 2022, Last Modified: 02 Sept 2023
- COLING 2022
- Readers: Everyone
Cross-Lingual Knowledge Transfer for Clinical Phenotyping
Jens-Michalis Papaioannou, Paul Grundmann, Betty van Aken, Athanasios Samaras, Ilias Kyparissidis, George Giannakoulas, Felix A. Gers, Alexander Löser
- Published: 01 Jan 2022, Last Modified: 02 Sept 2023
- LREC 2022
- Readers: Everyone
Cross-Lingual Knowledge Transfer for Clinical Phenotyping
Jens-Michalis Papaioannou, Paul Grundmann, Betty van Aken, Athanasios Samaras, Ilias Kyparissidis, George Giannakoulas, Felix A. Gers, Alexander Löser
- Published: 01 Jan 2022, Last Modified: 02 Sept 2023
- CoRR 2022
- Readers: Everyone
Self-supervised Answer Retrieval on Clinical Notes
Paul Grundmann, Sebastian Arnold, Alexander Löser
- Published: 01 Jan 2021, Last Modified: 02 Sept 2023
- CoRR 2021
- Readers: Everyone
Is Language Modeling Enough? Evaluating Effective Embedding Combinations
Rudolf Schneider, Tom Oberhauser, Paul Grundmann, Felix A. Gers, Alexander Löser, Steffen Staab
- 2020 (modified: 14 Oct 2025)
- LREC 2020
- Readers: Everyone

View all 12 publications

Co-Authors

View all 30 co-authors