Understanding Machine Learning Practitioners' Data Documentation Perceptions, Needs, Challenges, and Desiderata

Amy Heger, Liz B. Marquis, Mihaela Vorvoreanu, Hanna M. Wallach, Jennifer Wortman Vaughan. Understanding Machine Learning Practitioners' Data Documentation Perceptions, Needs, Challenges, and Desiderata. PACMHCI, 6(CSCW2):1-29, 2022. [doi]

@article{HegerMVWV22,
  title = {Understanding Machine Learning Practitioners' Data Documentation Perceptions, Needs, Challenges, and Desiderata},
  author = {Amy Heger and Liz B. Marquis and Mihaela Vorvoreanu and Hanna M. Wallach and Jennifer Wortman Vaughan},
  year = {2022},
  doi = {10.1145/3555760},
  url = {https://doi.org/10.1145/3555760},
  researchr = {https://researchr.org/publication/HegerMVWV22},
  cites = {0},
  citedby = {0},
  journal = {PACMHCI},
  volume = {6},
  number = {CSCW2},
  pages = {1-29},
}