Some experiments on the use of Natural Language Processing for sexism detection and classification in social media.
Roi Santos-RiosJesús VilaresMiguel A. AlonsoPublished in: XoveTIC (2022)
Keyphrases
- natural language processing
- social media
- machine learning
- pattern recognition
- classification accuracy
- feature extraction
- automatic classification
- feature vectors
- text classification
- classification models
- image classification
- support vector machine
- detection algorithm
- classification method
- automatic detection
- classification scheme
- detection rate
- false alarms
- semantic relations
- named entity recognition
- supervised learning
- knowledge representation
- decision trees
- social networks
- mammogram images
- neyman pearson
- computational biology
- detection method
- semantic analysis
- classification systems
- feature extraction and classification
- social media data
- digital mammograms
- pattern classification
- false positives
- benchmark datasets
- machine learning algorithms
- model selection
- training set
- feature space
- preprocessing
- artificial intelligence
- learning algorithm
- information retrieval