Detecting and Mitigating Indirect Stereotypes in Word Embeddings

Erin George, Joyce Chew, Deanna Needell

Societal biases in the usage of words, including harmful stereotypes, are frequently learned by common word embedding methods. These biases manifest not only between a word and an…