Gender Bias in BERT - Measuring and Analysing Biases through Sentiment Rating in a Realistic Downstream Classification Task.
Sophie F. JentzschCigdem TuranPublished in: CoRR (2023)
Keyphrases
- automatic classification
- pattern recognition
- real life
- training set
- classification systems
- classification scheme
- support vector
- feature selection
- feature vectors
- decision rules
- text classification
- classification accuracy
- image classification
- classification rate
- statistically significant
- classification models
- benchmark datasets
- real world
- support vector machine svm
- classification process
- support vector machine
- feature extraction
- decision trees
- eeg signals
- opinion mining
- individual differences
- online reviews
- naive bayes
- pattern classification
- positive and negative
- machine learning methods
- classification algorithm
- user preferences
- model selection
- supervised learning
- feature space
- social networks