Socially Responsible Hate Speech Detection: Can Classifiers Reflect Social Stereotypes?
Francielle VargasIsabelle CarvalhoAli HürriyetogluThiago A. S. PardoFabrício BenevenutoPublished in: RANLP (2023)
Keyphrases
- social interaction
- automatic detection
- social media
- test set
- detection algorithm
- social intelligence
- training data
- social networks
- lexical features
- speech recognition
- detection method
- decision trees
- machine learning algorithms
- class labels
- anomaly detection
- false positives
- data sets
- training set
- detection rate
- discriminative classifiers
- audio visual
- noisy environments
- boosted classifiers
- voice activity detection
- multiple classifiers
- classifier combination
- social context
- speech signal
- false alarms
- svm classifier
- naive bayes
- feature set