"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters

Yixin Wan, George Pu, Jiao Sun, Aparna Garimella, Kai-Wei Chang, Nanyun Peng. "Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters. In Houda Bouamor, Juan Pino 0001, Kalika Bali, editors, Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023. pages 3730-3748, Association for Computational Linguistics, 2023. [doi]

@inproceedings{WanPSGCP23,
  title = {"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters},
  author = {Yixin Wan and George Pu and Jiao Sun and Aparna Garimella and Kai-Wei Chang and Nanyun Peng},
  year = {2023},
  url = {https://aclanthology.org/2023.findings-emnlp.243},
  researchr = {https://researchr.org/publication/WanPSGCP23},
  cites = {0},
  citedby = {0},
  pages = {3730-3748},
  booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023},
  editor = {Houda Bouamor and Juan Pino 0001 and Kalika Bali},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-061-5},
}