Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning

Giridhar Kaushik Ramachandran, Yujuan Fu, Bin Han, Kevin Lybarger, Nicholas J. Dobbins, Özlem Uzuner, Meliha Yetisgen. Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning. In Tristan Naumann, Asma Ben Abacha, Steven Bethard, Kirk Roberts, Anna Rumshisky, editors, Proceedings of the 5th Clinical Natural Language Processing Workshop, ClinicalNLP@ACL 2023, Toronto, Canada, July 14, 2023. pages 385-393, Association for Computational Linguistics, 2023. [doi]

@inproceedings{RamachandranFHL23,
  title = {Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning},
  author = {Giridhar Kaushik Ramachandran and Yujuan Fu and Bin Han and Kevin Lybarger and Nicholas J. Dobbins and Özlem Uzuner and Meliha Yetisgen},
  year = {2023},
  url = {https://aclanthology.org/2023.clinicalnlp-1.41},
  researchr = {https://researchr.org/publication/RamachandranFHL23},
  cites = {0},
  citedby = {0},
  pages = {385-393},
  booktitle = {Proceedings of the 5th Clinical Natural Language Processing Workshop, ClinicalNLP@ACL 2023, Toronto, Canada, July 14, 2023},
  editor = {Tristan Naumann and Asma Ben Abacha and Steven Bethard and Kirk Roberts and Anna Rumshisky},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-959429-88-3},
}