Flauschgummi at GermEval 2025 Shared Task on Candy Speech Detection: Sentiment Analysis and Classification of Online Comments
This work examines the effectiveness of stacking traditional machine learning techniques like Logistic Regression, k-Nearest Neighbors, Random Forest, Multi-Layer Perceptron, Support Vector Classifier and simple word counting and compares them to BERT, a powerful pre-trained language model.
Björn Kießwetter, Christoph Lukas, Tim Sieber
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