langfair.constants.word_lists

Bias words utilised to compute the bias metrics.

This file includes word lists for the following 4 categories:

• Race (Asian, Hispanic, and White): Most common names for each race (Garg et al. 2018)

• Gender (Female, Male): Gender specific words - such as woman, man etc. - for each gender (Bolukbasi et al. 2016)

• Adjectives: List of adjectives (Garg et al. 2018)

• Professions: List of professions (Bolukbasi et al. 2016)

References

• Garg et al. 2018 | https://arxiv.org/abs/1711.08412

• Bolukbasi et al. 2016 | https://arxiv.org/abs/1607.06520

Adapted from stanford-crfm/helm