Detection and Classification of Sexism on Social Media Using Multiple Languages, Transformers, and Ensemble Models.
Angel Felipe Magnossão de PaulaRoberto Fray da SilvaPublished in: IberLEF@SEPLN (2022)
Keyphrases
- social media
- classification models
- multiple models
- model selection
- pattern recognition
- machine learning
- feature extraction
- classification method
- classification accuracy
- decision trees
- machine learning methods
- text classification
- supervised learning
- support vector machine
- support vector machine svm
- probabilistic model
- false positives
- feature space
- expressive power
- support vector
- ensemble classifier
- cross lingual
- discriminative classifiers
- classifier ensemble
- neyman pearson
- classification scheme
- generalization ability
- cost sensitive
- cross validation
- machine learning algorithms
- detection algorithm
- anomaly detection