Datasets › GerMS-AT
GerMS-AT (GERMS-AT: A Sexism/Misogyny Dataset of Forum Comments from an Austrian Online Newspaper)
This dataset contains 7984 user comments from an Austrian online newspaper. The comments have been annotated by 4 or more out of 11 annotators as to how strong sexism/mysogyny is present in the comment. It was used in the GermEval 2024 Shared Task 1: GerMS-Detect to evaluate data-driven approaches to automatically detect sexism in user comments.
The dataset was introduced and described in Brigitte Krenn, Johann Petrak, Marina Kubina, and Christian Burger. 2024. Germs-at: A sexism/misogyny dataset of forum comments from an Austrian online newspaper. In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pages 7728–7739.
The data can be downloaded here: https://huggingface.co/datasets/ofai/GerMS-AT
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| GermEval2024 Shared Task 1 Subtask 1 | GerMS-AT | mE5-large-SVM Macro F1 0.597 | Detecting Sexism in German Online Newspaper Comments... | dslaborg/germeval2024 | 1 | Compare |
| GermEval2024 Shared Task 1 Subtask 2 | GerMS-AT | GBERT-large-SVM Jensen-Shannon distance 0.301 | Detecting Sexism in German Online Newspaper Comments... | dslaborg/germeval2024 | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 1. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Detecting Sexism in German Online Newspaper Comments with Open-Source Text Embeddings (Team GDA, GermEval2024 Shared Task 1: GerMS-Detect, Subtasks 1 and 2, Closed Track) | 1 | 2 | 16 Sep 2024 | not harvested |
Dataset loaders archive 2025-07-28
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Tasks archive 2025-07-28
License archive 2025-07-28
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Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- GerMS-AT
1 variant name, as the archive lists them.
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