Beyond Specialization: A Comprehensive Evaluation of General-Purpose Versus Medical Domain-Specific Large Language Models for Biomedical Question Answering

Sushant Kumar Ray, Ebad Shabbir, Rafiq Ali, Abdullah Mohammed, Samar Wazir. Beyond Specialization: A Comprehensive Evaluation of General-Purpose Versus Medical Domain-Specific Large Language Models for Biomedical Question Answering. In IEEE International Conference on Data Mining, ICDM 2025 - Workshops, Washington, DC, USA, November 12-15, 2025. pages 478-484, IEEE, 2025. [doi]

@inproceedings{RaySAMW25,
  title = {Beyond Specialization: A Comprehensive Evaluation of General-Purpose Versus Medical Domain-Specific Large Language Models for Biomedical Question Answering},
  author = {Sushant Kumar Ray and Ebad Shabbir and Rafiq Ali and Abdullah Mohammed and Samar Wazir},
  year = {2025},
  doi = {10.1109/ICDMW69685.2025.00060},
  url = {https://doi.org/10.1109/ICDMW69685.2025.00060},
  researchr = {https://researchr.org/publication/RaySAMW25},
  cites = {0},
  citedby = {0},
  pages = {478-484},
  booktitle = {IEEE International Conference on Data Mining, ICDM 2025 - Workshops, Washington, DC, USA, November 12-15, 2025},
  publisher = {IEEE},
  isbn = {979-8-3315-8132-9},
}