Bridging the Gap in Health Literacy: Harnessing the Power of Large Language Models to Generate Plain Language Summaries from Biomedical Texts

Andrés Arias-Russi, Carolina Salazar-Lara, Rubén Manrique


Anthology ID:
2025.cl4health-1.23
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:
269–284
Language:
URL:
https://preview.aclanthology.org/Ingest-2025-COMPUTEL/2025.cl4health-1.23/
DOI:
Bibkey:
Cite (ACL):
Andrés Arias-Russi, Carolina Salazar-Lara, and Rubén Manrique. 2025. Bridging the Gap in Health Literacy: Harnessing the Power of Large Language Models to Generate Plain Language Summaries from Biomedical Texts. In Proceedings of the Second Workshop on Patient-Oriented Language Processing (CL4Health), pages 269–284, Albuquerque, New Mexico. Association for Computational Linguistics.
Cite (Informal):
Bridging the Gap in Health Literacy: Harnessing the Power of Large Language Models to Generate Plain Language Summaries from Biomedical Texts (Arias-Russi et al., CL4Health 2025)
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PDF:
https://preview.aclanthology.org/Ingest-2025-COMPUTEL/2025.cl4health-1.23.pdf