Paul Grundmann

14 papers A* 1B 3Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2026 — conf
CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models.
EACL (Volume 1: Long Papers)
Paul Grundmann, Jan Frick, Dennis Fast, Thomas Steffek, Felix A. Gers, Wolfgang Nejdl, Alexander Löser
2025 J jnl
CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models.
CoRR
Paul Grundmann, Dennis Fast, Jan Frick, Thomas Steffek, Felix A. Gers, Wolfgang Nejdl, Alexander Löser
2025 — conf
Evaluating Financial Literacy of Large Language Models through Domain Specific Languages for Plain Text Accounting.
COLING Workshops
Alexei Gustavo Figueroa Rosero, Paul Grundmann, Julius Freidank, Wolfgang Nejdl, Alexander Löser
2024 — conf
Data Drift in Clinical Outcome Prediction from Admission Notes.
LREC/COLING
Paul Grundmann, Jens-Michalis Papaioannou, Tom Oberhauser, Thomas Steffek, Amy Siu, Wolfgang Nejdl, Alexander Löser
2024 J jnl
medBERT.de: A comprehensive German BERT model for the medical domain.
Expert Syst. Appl.
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
2023 J jnl
MEDBERT.de: A Comprehensive German BERT Model for the Medical Domain.
CoRR
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
2023 J jnl
MedAlpaca - An Open-Source Collection of Medical Conversational AI Models and Training Data.
CoRR
Tianyu Han, Lisa C. Adams, Jens-Michalis Papaioannou, Paul Grundmann, Tom Oberhauser, Alexander Löser, Daniel Truhn, Keno K. Bressem
2022 B conf
Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction.
COLING
Paul Grundmann, Tom Oberhauser, Felix A. Gers, Alexander Löser
2022 B conf
Cross-Lingual Knowledge Transfer for Clinical Phenotyping.
LREC
Jens-Michalis Papaioannou, Paul Grundmann, Betty van Aken, Athanasios Samaras, Ilias Kyparissidis, George Giannakoulas, Felix A. Gers, Alexander Löser
2022 J jnl
Cross-Lingual Knowledge Transfer for Clinical Phenotyping.
CoRR
Jens-Michalis Papaioannou, Paul Grundmann, Betty van Aken, Athanasios Samaras, Ilias Kyparissidis, George Giannakoulas, Felix A. Gers, Alexander Löser
2021 J jnl
Self-supervised Answer Retrieval on Clinical Notes.
CoRR
Paul Grundmann, Sebastian Arnold, Alexander Löser
2020 B conf
Is Language Modeling Enough? Evaluating Effective Embedding Combinations.
LREC
Rudolf Schneider, Tom Oberhauser, Paul Grundmann, Felix A. Gers, Alexander Löser, Steffen Staab
2020 A* conf
Learning Contextualized Document Representations for Healthcare Answer Retrieval.
WWW
Sebastian Arnold, Betty van Aken, Paul Grundmann, Felix A. Gers, Alexander Löser
2020 J jnl
Learning Contextualized Document Representations for Healthcare Answer Retrieval.
CoRR
Sebastian Arnold, Betty van Aken, Paul Grundmann, Felix A. Gers, Alexander Löser