Search Results for author: Nadine Probol

Found 3 papers, 1 papers with code

A Comprehensive Dataset for German Offensive Language and Conversation Analysis

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.

Hate Speech Detection

DeTox at GermEval 2021: Toxic Comment Classification

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.

Classification Toxic Comment Classification

Autism Detection in Speech - A Survey

no code implementations20 Feb 2024 Nadine Probol, Margot Mieskes

We analyse studies from the biomedical, as well as the psychological domain, but also from the NLP domain in order to find linguistic, prosodic and acoustic cues that could indicate autism.

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