Investigating Stigmatizing Language in Clinical Documentation with Open-Source Large Language Models

Rajashree Dahal, Pardis Hosseinpour, Pranithi Kamishetty, Satwik Pamulaparthy, Saeid Tizpaz Niari, Natalie Parde. Investigating Stigmatizing Language in Clinical Documentation with Open-Source Large Language Models. In Dina Demner-Fushman, Sophia Ananiadou, Kirk Roberts, Junichi Tsujii, editors, Proceedings of the 25th Workshop on Biomedical Natural Language Processing, BioNLP@ACL 2026, San Diego, California, USA, July 3-4, 2026. pages 490-501, Association for Computational Linguistics, 2026. [doi]

@inproceedings{DahalHKPTP26,
  title = {Investigating Stigmatizing Language in Clinical Documentation with Open-Source Large Language Models},
  author = {Rajashree Dahal and Pardis Hosseinpour and Pranithi Kamishetty and Satwik Pamulaparthy and Saeid Tizpaz Niari and Natalie Parde},
  year = {2026},
  url = {https://aclanthology.org/2026.bionlp-1.39/},
  researchr = {https://researchr.org/publication/DahalHKPTP26},
  cites = {0},
  citedby = {0},
  pages = {490-501},
  booktitle = {Proceedings of the 25th Workshop on Biomedical Natural Language Processing, BioNLP@ACL 2026, San Diego, California, USA, July 3-4, 2026},
  editor = {Dina Demner-Fushman and Sophia Ananiadou and Kirk Roberts and Junichi Tsujii},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-434-7},
}