Does BERT Exacerbate Gender or L1 Biases in Automated English Speaking Assessment?

Alexander Kwako, Yixin Wan, Jieyu Zhao, Mark Hansen, Kai-Wei Chang, Li Cai. Does BERT Exacerbate Gender or L1 Biases in Automated English Speaking Assessment?. In Ekaterina Kochmar, Jill Burstein, Andrea Horbach, Ronja Laarmann-Quante, Nitin Madnani, Anaïs Tack, Victoria Yaneva, Zheng Yuan 0003, Torsten Zesch, editors, Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications, BEA@ACL 2023, Toronto, Canada, 13 July 2023. pages 668-681, Association for Computational Linguistics, 2023. [doi]

@inproceedings{KwakoWZHCC23,
  title = {Does BERT Exacerbate Gender or L1 Biases in Automated English Speaking Assessment?},
  author = {Alexander Kwako and Yixin Wan and Jieyu Zhao and Mark Hansen and Kai-Wei Chang and Li Cai},
  year = {2023},
  url = {https://aclanthology.org/2023.bea-1.54},
  researchr = {https://researchr.org/publication/KwakoWZHCC23},
  cites = {0},
  citedby = {0},
  pages = {668-681},
  booktitle = {Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications, BEA@ACL 2023, Toronto, Canada, 13 July 2023},
  editor = {Ekaterina Kochmar and Jill Burstein and Andrea Horbach and Ronja Laarmann-Quante and Nitin Madnani and Anaïs Tack and Victoria Yaneva and Zheng Yuan 0003 and Torsten Zesch},
  publisher = {Association for Computational Linguistics},
}