Výsledky vyhledávání - "Piech, Mateusz"

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Initial Study into Application of Feature Density and Linguistically-backed Embedding to Improve Machine Learning-based Cyberbullying Detection

Autor: Eronen, Juuso, Ptaszynski, Michal, Masui, Fumito, Leliwa, Gniewosz, Wroczynski, Michal, Piech, Mateusz, Smywinski-Pohl, Aleksander

Publikováno v: Proceedings of The 6th Linguistic and Cognitive Approaches to Dialog Agents (LaCATODA 2020) IJCAI 2020 Workshop, Yokohama, Japan, January 2020

In this research, we study the change in the performance of machine learning (ML) classifiers when various linguistic preprocessing methods of a dataset were used, with the specific focus on linguistically-backed embeddings in Convolutional Neural Ne

Externí odkaz: http://arxiv.org/abs/2206.01889

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Cyberbullying Detection -- Technical Report 2/2018, Department of Computer Science AGH, University of Science and Technology

Autor: Ptaszyński, Michał, Leliwa, Gniewosz, Piech, Mateusz, Smywiński-Pohl, Aleksander

The research described in this paper concerns automatic cyberbullying detection in social media. There are two goals to achieve: building a gold standard cyberbullying detection dataset and measuring the performance of the Samurai cyberbullying detec

Externí odkaz: http://arxiv.org/abs/1808.00926

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