44 citations · 81 across the 3 of their papers we have counts for
3 papers
Initial Study into Application of Feature Density and Linguistically-backed Embedding to Improve Machine Learning-based Cyberbullying Detection
Juuso Eronen, Michal Ptaszynski, Fumito Masui +4
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 specifi…
Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection
Juuso Eronen, Michal Ptaszynski, Fumito Masui +3
We study the selection of transfer languages for automatic abusive language detection. Instead of preparing a dataset for every language, we demonstrate the effectiveness of cross-…
Improving Classifier Training Efficiency for Automatic Cyberbullying Detection with Feature Density
Juuso Eronen, Michal Ptaszynski, Fumito Masui +3
We study the effectiveness of Feature Density (FD) using different linguistically-backed feature preprocessing methods in order to estimate dataset complexity, which in turn is use…