Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes (A free, 33-page article from 2018)
Tags: #Life #AsianAmerica #Gender #Perception #ComputationalLinguistics
https://buddhistuniversity.net/content/articles/word-embeddings-quantify-stereotypes_garg-nikhil-et-al
The Open Buddhist University · Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypesthe embedding can be leveraged to quantify changes in stereotypes and attitudes toward women and ethnic minorities in the 20th and 21st centuries in the United States. We integrate word embeddings trained on 100 years of text data with the U.S. Census to show that changes in the embedding track closely with demographic and occupation shifts over time.
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