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.

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.