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A large-scale evaluation of NLP-derived chemical-gene/protein relationships from the scientific literature: Implications for knowledge graph construction

One area of active research is the use of natural language processing (NLP) to mine biomedical texts for sets of triples (subject-predicate-object) for knowledge graph (KG) construction. While statistical methods to mine co-occurrences of entities within sentences are relatively robust, accurate rel...

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Detalles Bibliográficos
Autores principales: Jeynes, Jonathan C. G., Corney, Matthew, James, Tim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490933/
https://www.ncbi.nlm.nih.gov/pubmed/37682956
http://dx.doi.org/10.1371/journal.pone.0291142