Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings.
Thomas ManziniYao Chong LimYulia TsvetkovAlan W. BlackPublished in: CoRR (2019)
Keyphrases
- multi class
- law enforcement
- police officers
- multiclass problems
- multi class classification
- support vector machine
- multiple classes
- binary classification
- cost sensitive
- pairwise
- multiclass classification
- binary classifiers
- law enforcement agencies
- vector space
- crime data
- multiclass support vector machines
- binary classification problems
- dimensionality reduction
- multi task
- euclidean space
- cost sensitive learning
- single class
- multi class problems
- error correcting output codes
- feature selection
- multiclass learning