Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings.
Thomas ManziniYao Chong LimAlan W. BlackYulia TsvetkovPublished in: NAACL-HLT (1) (2019)
Keyphrases
- multi class
- law enforcement
- multiclass classification
- police officers
- support vector machine
- binary classification
- binary classifiers
- multiclass problems
- cost sensitive
- multiple classes
- multi class classification
- pairwise
- multiclass learning
- crime data
- cost sensitive classification
- multiclass support vector machines
- perceptron algorithm
- feature selection
- neural network
- data sets
- low dimensional
- law enforcement agencies
- data mining