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Multilingual and Nested Biomedical Named Entity Normalization via Candidate Retrieval and Lightweight Large Language Model Disambiguation

Antoine D. Lain, Chaeeun Lee, Simona E. Doneva, Maria Juliana Rodriguez-Cubillos, Elisa Castagnari, T. Ian Simpson, Joram M. Posma. Multilingual and Nested Biomedical Named Entity Normalization via Candidate Retrieval and Lightweight Large Language Model Disambiguation. In Guglielmo Faggioli, Nicola Ferro 0001, Paolo Rosso, Damiano Spina, editors, Working Notes of the Conference and Labs of the Evaluation Forum, CLEF 2025, Madrid, Spain, 9-12 September 2025. Volume 4038 of CEUR Workshop Proceedings, pages 383-392, CEUR-WS.org, 2025. [doi]

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