Evelin Amorim, Marcia Canc¸ado, and Adriano Veloso. 2018. Automated essay scoring in the presence of biased ratings. In Proc. of NAACL, pages 229-237. [OpenAIRE]
Solon Barocas and Andrew D Selbst. 2016. Big data's disparate impact. Calif. L. Rev., 104:671. [OpenAIRE]
Christine Basta, Marta R Costa-jussa`, and Noe Casas. 2019. Evaluating the underlying gender bias in contextualized word embeddings. arXiv preprint arXiv:1904.08783.
Tolga Bolukbasi, Kai-Wei Chang, James Y Zou, Venkatesh Saligrama, and Adam T Kalai. 2016. Man is to computer programmer as woman is to homemaker? debiasing word embeddings. In Proc. of NIPS, pages 4349-4357.
Aylin Caliskan, Joanna J Bryson, and Arvind Narayanan. 2017. Semantics derived automatically from language corpora contain human-like biases. Science, 356(6334):183-186.
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. Bert: Pre-training of deep bidirectional transformers for language understanding. In Proc. of NAACL.
Anjalie Field and Yulia Tsvetkov. 2019. Entity-centric contextual affective analysis. In Proc. of ACL. [OpenAIRE]
Nikhil Garg, Londa Schiebinger, Dan Jurafsky, and James Zou. 2018. Word embeddings quantify 100 years of gender and ethnic stereotypes. Proceedings of the National Academy of Sciences, 115(16):E3635-E3644.
Peter Glick. 1991. Trait-based and sex-based discrimination in occupational prestige, occupational salary, and hiring. Sex Roles, 25(5-6):351-378.
Anthony Greenwald, Debbie E. McGhee, and Jordan L. K. Schwartz. 1998. Measuring individual differences in implicit cognition: The implicit association test. Journal of personality and social psychology, 74:1464-80.
David Jurgens, Yulia Tsvetkov, and Dan Jurafsky. 2017. Incorporating dialectal variability for socially equitable language identification. In Proc. of ACL, pages 51-57.
Daniel Lee and Hyunjune Seung. 2001. Algorithms for non-negative matrix factorization. In Proc. of NIPS.
Klas Leino, Matt Fredrikson, Emily Black, Shayak Sen, and Anupam Datta. 2019. Feature-wise bias amplification. In Prof. of ICLR.
Thomas Manzini, Yao Chong, Yulia Tsvetkov, and Alan W Black. 2019. Black is to criminal as caucasian is to police: Detecting and removing multiclass bias in word embeddings. In Proc. of NAACL.
Chandler May, Alex Wang, Shikha Bordia, Samuel R. Bowman, and Rachel Rudinger. 2019. On measuring social biases in sentence encoders. In Proc. of NAACL.