To validate our model, we compare our results to those produced via the decade-by-decade models trained in <cite>(Garg et al., 2018)</cite> using the Corpus of Historical American English (Davies, 2010) . In particular, we compute linguistic bias scores for two analyses presented in <cite>(Garg et al., 2018)</cite> : the extent to which female versus male words are semantically similar to occupation-related words, and the extent to which Asian vs. White last names are semantically similar to the same, from 1910 through 1990.