1 code implementation • NAACL (WOAH) 2022 • Christoph Demus, Jonas Pitz, Mina Schütz, Nadine Probol, Melanie Siegel, Dirk Labudde
In this work, we present a new publicly available offensive language dataset of 10. 278 German social media comments collected in the first half of 2021 that were annotated by in total six annotators.
no code implementations • GermEval 2021 • Mina Schütz, Christoph Demus, Jonas Pitz, Nadine Probol, Melanie Siegel, Dirk Labudde
For this binary task, we propose three models: a German BERT transformer model; a multilayer perceptron, which was first trained in parallel on textual input and 14 additional linguistic features and then concatenated in an additional layer; and a multilayer perceptron with both feature types as input.