GGPONC 2.0 - The German Clinical Guideline Corpus for Oncology: Curation Workflow, Annotation Policy, Baseline NER Taggers

1 code implementation • LREC 2022 • Florian Borchert, Christina Lohr, Luise Modersohn, Jonas Witt, Thomas Langer, Markus Follmann, Matthias Gietzelt, Bert Arnrich, Udo Hahn, Matthieu-P. Schapranow

Despite remarkable advances in the development of language resources over the recent years, there is still a shortage of annotated, publicly available corpora covering (German) medical language.

named-entity-recognition Named Entity Recognition +1

xMEN: A Modular Toolkit for Cross-Lingual Medical Entity Normalization

1 code implementation • 17 Oct 2023 • Florian Borchert, Ignacio Llorca, Roland Roller, Bert Arnrich, Matthieu-P. Schapranow

Weakly supervised cross-encoders are effective when no training data is available for the target task.

MEDBERT.de: A Comprehensive German BERT Model for the Medical Domain

no code implementations • 14 Mar 2023 • Keno K. Bressem, Jens-Michalis Papaioannou, Paul Grundmann, Florian Borchert, Lisa C. Adams, Leonhard Liu, Felix Busch, Lina Xu, Jan P. Loyen, Stefan M. Niehues, Moritz Augustin, Lennart Grosser, Marcus R. Makowski, Hugo JWL. Aerts, Alexander Löser

This paper presents medBERTde, a pre-trained German BERT model specifically designed for the German medical domain.

Attribute

GGPONC: A Corpus of German Medical Text with Rich Metadata Based on Clinical Practice Guidelines

1 code implementation • EMNLP (Louhi) 2020 • Florian Borchert, Christina Lohr, Luise Modersohn, Thomas Langer, Markus Follmann, Jan Philipp Sachs, Udo Hahn, Matthieu-P. Schapranow

The lack of publicly accessible text corpora is a major obstacle for progress in natural language processing.