Medication Extraction and Entity Linking using Stacked and Voted Ensembles on LLMs

Pablo Romero, Lifeng Han, Goran Nenadic


Anthology ID:
2025.cl4health-1.26
Volume:
Proceedings of the Second Workshop on Patient-Oriented Language Processing (CL4Health)
Month:
May
Year:
2025
Address:
Albuquerque, New Mexico
Editors:
Sophia Ananiadou, Dina Demner-Fushman, Deepak Gupta, Paul Thompson
Venues:
CL4Health | WS
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
303–315
Language:
URL:
https://preview.aclanthology.org/Ingest-2025-COMPUTEL/2025.cl4health-1.26/
DOI:
Bibkey:
Cite (ACL):
Pablo Romero, Lifeng Han, and Goran Nenadic. 2025. Medication Extraction and Entity Linking using Stacked and Voted Ensembles on LLMs. In Proceedings of the Second Workshop on Patient-Oriented Language Processing (CL4Health), pages 303–315, Albuquerque, New Mexico. Association for Computational Linguistics.
Cite (Informal):
Medication Extraction and Entity Linking using Stacked and Voted Ensembles on LLMs (Romero et al., CL4Health 2025)
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PDF:
https://preview.aclanthology.org/Ingest-2025-COMPUTEL/2025.cl4health-1.26.pdf