"Garbage in, garbage out" revisited: What do machine learning application papers report about human-labeled training data?

R. Stuart Geiger, Dominique Cope, Jamie Ip, Marsha Lotosh, Aayush Shah, Jenny Weng, Rebekah Tang. "Garbage in, garbage out" revisited: What do machine learning application papers report about human-labeled training data?. Quant. Sci. Stud., 2(3):795-827, 2021. [doi]

@article{GeigerCILSWT21,
  title = {"Garbage in, garbage out" revisited: What do machine learning application papers report about human-labeled training data?},
  author = {R. Stuart Geiger and Dominique Cope and Jamie Ip and Marsha Lotosh and Aayush Shah and Jenny Weng and Rebekah Tang},
  year = {2021},
  doi = {10.1162/qss_a_00144},
  url = {https://doi.org/10.1162/qss_a_00144},
  researchr = {https://researchr.org/publication/GeigerCILSWT21},
  cites = {0},
  citedby = {0},
  journal = {Quant. Sci. Stud.},
  volume = {2},
  number = {3},
  pages = {795-827},
}