Hateful Messages: A Conversational Data Set of Hate Speech produced by Adolescents on Discord

no code implementations • 4 Sep 2023 • Jan Fillies, Silvio Peikert, Adrian Paschke

This research addresses the bias of youth language within hate speech classification and contributes by providing a modern and anonymized hate speech youth language data set consisting of 88. 395 annotated chat messages.

TopicsRanksDC: Distance-based Topic Ranking applied on Two-Class Data

no code implementations • 17 May 2021 • Malik Yousef, Jamal Al Qundus, Silvio Peikert, Adrian Paschke

In this paper, we introduce a novel approach named TopicsRanksDC for topics ranking based on the distance between two clusters that are generated by each topic.

Vocal Bursts Valence Prediction

ROC: An Ontology for Country Responses towards COVID-19

no code implementations • 15 Apr 2021 • Jamal Al Qundus, Ralph Schäfermeier, Naouel Karam, Silvio Peikert, Adrian Paschke

The ROC ontology for country responses to COVID-19 provides a model for collecting, linking and sharing data on the COVID-19 pandemic.

AI supported Topic Modeling using KNIME-Workflows

no code implementations • 15 Apr 2021 • Jamal Al Qundus, Silvio Peikert, Adrian Paschke

The focus of this work is on the implementation of the knowledge-based topic modelling services in a KNIME workflow.

Text Summarization Topic Models