How many data points is a prompt worth?

Teven Le Scao, Alexander M. Rush. How many data points is a prompt worth?. In Kristina Toutanova, Anna Rumshisky, Luke Zettlemoyer, Dilek Hakkani-Tür, Iz Beltagy, Steven Bethard, Ryan Cotterell, Tanmoy Chakraborty 0002, Yichao Zhou, editors, Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021. pages 2627-2636, Association for Computational Linguistics, 2021. [doi]

@inproceedings{ScaoR21,
  title = {How many data points is a prompt worth?},
  author = {Teven Le Scao and Alexander M. Rush},
  year = {2021},
  url = {https://www.aclweb.org/anthology/2021.naacl-main.208/},
  researchr = {https://researchr.org/publication/ScaoR21},
  cites = {0},
  citedby = {0},
  pages = {2627-2636},
  booktitle = {Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021},
  editor = {Kristina Toutanova and Anna Rumshisky and Luke Zettlemoyer and Dilek Hakkani-Tür and Iz Beltagy and Steven Bethard and Ryan Cotterell and Tanmoy Chakraborty 0002 and Yichao Zhou},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-954085-46-6},
}