Web: http://arxiv.org/abs/2112.10006

June 23, 2022, 1:11 a.m. | Jiaoyan Chen, Yuan He, Yuxia Geng, Ernesto Jimenez-Ruiz, Hang Dong, Ian Horrocks

cs.LG updates on arXiv.org arxiv.org

Automating ontology construction and curation is an important but challenging
task in knowledge engineering and artificial intelligence. Prediction by
machine learning techniques such as contextual semantic embedding is a
promising direction, but the relevant research is still preliminary especially
for expressive ontologies in Web Ontology Language (OWL). In this paper, we
present a new subsumption prediction method named BERTSubs for classes of OWL
ontology. It exploits the pre-trained language model BERT to compute contextual
embeddings of a class, where customized …

arxiv lg ontology prediction semantic

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