Quantifying and Reducing Stereotypes in Word Embeddings

Tolga Bolukbasi, Kai-Wei Chang, James Zou +2

Machine learning algorithms are optimized to model statistical properties of the training data. If the input data reflects stereotypes and biases of the broader society, then the o…