Paul Grundmann

According to our database, Paul Grundmann authored at least 10 papers between 2020 and 2026.

Collaborative distances:

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

2026

CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models.

Paul Grundmann, Jan Frick, Dennis Fast, Thomas Steffek, Felix A. Gers, Wolfgang Nejdl, Alexander Löser

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

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

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

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., March, 2024

Data Drift in Clinical Outcome Prediction from Admission Notes.

Paul Grundmann, Jens-Michalis Papaioannou, Tom Oberhauser, Thomas Steffek, Amy Siu, Wolfgang Nejdl, Alexander Löser

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

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

CoRR, 2023

2022

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

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction.

Paul Grundmann, Tom Oberhauser, Felix A. Gers, Alexander Löser

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Self-supervised Answer Retrieval on Clinical Notes.

Paul Grundmann, Sebastian Arnold, Alexander Löser

CoRR, 2021

2020

Learning Contextualized Document Representations for Healthcare Answer Retrieval.

Sebastian Arnold, Betty van Aken, Paul Grundmann, Felix A. Gers, Alexander Löser

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Is Language Modeling Enough? Evaluating Effective Embedding Combinations.

Rudolf Schneider, Tom Oberhauser, Paul Grundmann, Felix A. Gers, Alexander Löser, Steffen Staab

Proceedings of The 12th Language Resources and Evaluation Conference, 2020