This paper conducts a systematic empirical study of several state-of-the-art LLMs under different prompting strategies, isolating the role of structural guidance and contextual information in generating valid mappings and highlighting both the potential and the limitations of LLMs in structured semantic generation task...
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The goal of this work is to put into context recent updates in ontology engineering and present the necessary additional information targeted to reuse by providing an updated overview and proposing a two-tier categorisation, believed to be the first review to offer such an intra-category classification.
Davide Di Pierro, L. Abrouk, A. Guyot et al.
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Valentina Leone, S. Villata
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Carlos Badenes-Olmedo, Paula Diez-Ibarbia, Elena Montiel-Ponsoda
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Yan Cong, Masao Takaku, Yasuyuki Minamiyama et al.
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Tiziana Pasciuto
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