Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes
Table 11: Regression coefficients for each individually trained model.
['Year', 'coefficient ± std', 'p-value']
This single model performs similarly to individual models trained for each decade’s embedding. The r-squared values of the embedding bias vs. occupation correlation in each decade are also similar to that of the aggregate correlation.