region:us
This folder contains code to generate the HolisticBias dataset, a set of sentences containing demographic 
identity language (e.g. “Hi! I am a Catholic grandmother.”), used in the context of a two-person conversation. 
Sentences are formed by combining (1) an identity term from one of 13 demographic axes, (2) a noun referring to 
a person (mom, boy, grandparent, etc.), and (3) one of several dozen sentence templates.
@article{smith2022imsorry,
  doi = {10.48550/ARXIV.2205.09209},
  url = {https://arxiv.org/abs/2205.09209},
  author = {Smith, Eric Michael and Hall, Melissa and Kambadur, Melanie and Presani, Eleonora and Williams, Adina},
  keywords = {Computation and Language (cs.CL), Computers and Society (cs.CY), FOS: Computer and information sciences, FOS: Computer and information sciences},
  title = {"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset},
  publisher = {arXiv},
  year = {2022},
  copyright = {Creative Commons Attribution Share Alike 4.0 International}
}
Entry not found