Is Language Modeling Enough? Evaluating Effective Embedding Combinations. - Rudolf Schneider 001; Tom Oberhauser; Paul Grundmann; Felix A. Gers; Alexander Löser; Steffen Staab (LREC, 2020)

Learning Contextualized Document Representations for Healthcare Answer Retrieval. - Sebastian Arnold 001; Betty van Aken; Paul Grundmann; Felix A. Gers; Alexander Löser (WWW, 2020)

Self-supervised Answer Retrieval on Clinical Notes. - Paul Grundmann; Sebastian Arnold 001; Alexander Löser (CoRR, 2021)

Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction. - Paul Grundmann; Tom Oberhauser; Felix A. Gers; Alexander Löser (COLING, 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 (LREC, 2022)

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)

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)

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; et al. (Expert Syst. Appl., 2024)

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)