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

Towards Label-Agnostic Emotion Embeddings

no code implementations • EMNLP 2021 • Sven Buechel, Luise Modersohn, Udo Hahn

Research in emotion analysis is scattered across different label formats (e. g., polarity types, basic emotion categories, and affective dimensions), linguistic levels (word vs. sentence vs. discourse), and, of course, (few well-resourced but much more under-resourced) natural languages and text genres (e. g., product reviews, tweets, news).

Emotion Recognition Sentence

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.

ProGene - A Large-scale, High-Quality Protein-Gene Annotated Benchmark Corpus

no code implementations • LREC 2020 • Erik Faessler, Luise Modersohn, Christina Lohr, Udo Hahn

Genes and proteins constitute the fundamental entities of molecular genetics.

Vocal Bursts Intensity Prediction