DreamDrug - A crowdsourced NER dataset for detecting drugs in darknet markets

no code implementations • WNUT (ACL) 2021 • Johannes Bogensperger, Sven Schlarb, Allan Hanbury, Gábor Recski

We present DreamDrug, a crowdsourced dataset for detecting mentions of drugs in noisy user-generated item listings from darknet markets.

NER

Automatic Sexism Detection with Multilingual Transformer Models

no code implementations • 9 Jun 2021 • Mina Schütz, Jaqueline Boeck, Daria Liakhovets, Djordje Slijepčević, Armin Kirchknopf, Manuel Hecht, Johannes Bogensperger, Sven Schlarb, Alexander Schindler, Matthias Zeppelzauer

For both tasks our best model is XLM-R with unsupervised pre-training on the EXIST data and additional datasets and fine-tuning on the provided dataset.

Binary Classification Classification +3