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Evaluating LLMs for Named Entity Recognition in Scientific Domain with Fine-Tuning and Few-Shot Learning

Davide Buscaldi, Danilo Dessì, Francesco Osborne, Davide Piras, Diego Reforgiato Recupero. Evaluating LLMs for Named Entity Recognition in Scientific Domain with Fine-Tuning and Few-Shot Learning. In Rima Dessi, Joy Jeenu, Danilo Dessì, Francesco Osborne, Hidir Aras, editors, Third International Workshop on Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data (SemTech4STLD 2025) co-located with Extended Semantic Web Conference 2025 (ESWC 2025), Portoroz, Slovenia, June 1st, 2025. Volume 3979 of CEUR Workshop Proceedings, CEUR-WS.org, 2025. [doi]

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