citations.bib

gpt3
@article{brown2020language,
  title={Language models are few-shot learners},
  author={Brown, Tom and Mann, Benjamin and Ryder, Nick and Subbiah, Melanie and Kaplan, Jared D and Dhariwal, Prafulla and Neelakantan, Arvind and Shyam, Pranav and Sastry, Girish and Askell, Amanda and others},
  journal={Advances in neural information processing systems},
  volume={33},
  pages={1877--1901},
  year={2020}
}
doublebind
@article{heilman2007women,
  title={Why are women penalized for success at male tasks?: the implied communality deficit.},
  author={Heilman, Madeline E and Okimoto, Tyler G},
  journal={Journal of applied psychology},
  volume={92},
  number={1},
  pages={81},
  year={2007},
  publisher={American Psychological Association}
}
stereotypes
@article{nadeem2020stereoset,
  title={Stereoset: Measuring stereotypical bias in pretrained language models},
  author={Nadeem, Moin and Bethke, Anna and Reddy, Siva},
  journal={arXiv preprint arXiv:2004.09456},
  year={2020}
}
llmd
@article{fryer2022flexible,
  title={Flexible text generation for counterfactual fairness probing},
  author={Fryer, Zee and Axelrod, Vera and Packer, Ben and Beutel, Alex and Chen, Jilin and Webster, Kellie},
  journal={arXiv preprint arXiv:2206.13757},
  year={2022}
}
rlace
@inproceedings{ravfogel2022linear,
  title={Linear adversarial concept erasure},
  author={Ravfogel, Shauli and Twiton, Michael and Goldberg, Yoav and Cotterell, Ryan D},
  booktitle={International Conference on Machine Learning},
  pages={18400--18421},
  year={2022},
  organization={PMLR}
}
inlp
@article{ravfogel2020null,
  title={Null it out: Guarding protected attributes by iterative nullspace projection},
  author={Ravfogel, Shauli and Elazar, Yanai and Gonen, Hila and Twiton, Michael and Goldberg, Yoav},
  journal={arXiv preprint arXiv:2004.07667},
  year={2020}
}
for the gender occupations
@incollection{lu2020gender,
  title={Gender bias in neural natural language processing},
  author={Lu, Kaiji and Mardziel, Piotr and Wu, Fangjing and Amancharla, Preetam and Datta, Anupam},
  booktitle={Logic, Language, and Security},
  pages={189--202},
  year={2020},
  publisher={Springer}
}
for the names by country
@incollection{michaelgender,
  title={gender.c},
  author={Michael, Jörg},
  url={https://www.autohotkey.com/board/topic/20260-gender-verification-by-forename-cmd-line-tool-db/},
}
nltk, for the names
@book{bird2009natural,
  title={Natural language processing with Python: analyzing text with the natural language toolkit},
  author={Bird, Steven and Klein, Ewan and Loper, Edward},
  year={2009},
  publisher={" O'Reilly Media, Inc."}
}
hatespeech
@article{de2018hate,
  title={Hate speech dataset from a white supremacy forum},
  author={De Gibert, Ona and Perez, Naiara and Garc{\'\i}a-Pablos, Aitor and Cuadros, Montse},
  journal={arXiv preprint arXiv:1809.04444},
  year={2018}
}
doublebind data
@article{may2019measuring,
  title={On measuring social biases in sentence encoders},
  author={May, Chandler and Wang, Alex and Bordia, Shikha and Bowman, Samuel R and Rudinger, Rachel},
  journal={arXiv preprint arXiv:1903.10561},
  year={2019}
}
Social Bias from Sentence Probability data & metric
@inproceedings{ghazal2013bigbench,
  title={Bigbench: Towards an industry standard benchmark for big data analytics},
  author={Ghazal, Ahmad and Rabl, Tilmann and Hu, Minqing and Raab, Francois and Poess, Meikel and Crolotte, Alain and Jacobsen, Hans-Arno},
  booktitle={Proceedings of the 2013 ACM SIGMOD international conference on Management of data},
  pages={1197--1208},
  year={2013}
}