Enhancing Sexism Detection in Tweets with Annotator-Integrated Ensemble Methods and Multimodal Embeddings for Memes.
Martha Paola Jimenez-MartinezJoan Manuel Raygoza-RomeroCarlos Eduardo Sánchez-TorresIrvin Hussein López-NavaManuel Montes-y-GómezPublished in: CLEF (Working Notes) (2024)
Keyphrases
- ensemble methods
- prediction accuracy
- random forests
- benchmark datasets
- decision trees
- ensemble learning
- base classifiers
- machine learning methods
- majority voting
- random forest
- ensemble feature selection
- generalization ability
- drifting concepts
- bootstrap sampling
- multi class
- social media
- ensemble classifier
- base learners
- classifier ensemble
- multiple models
- decision tree ensembles
- named entities
- bias variance analysis
- individual classifiers
- imbalanced data
- machine learning
- knn
- cross validation