Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Transformers (BERT)–based ranking for concept normalization

OBJECTIVE: Concept normalization, the task of linking phrases in text to concepts in an ontology, is useful for many downstream tasks including relation extraction, information retrieval, etc. We present a generate-and-rank concept normalization system based on our participation in the 2019 National...

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Detalles Bibliográficos
Autores principales: Xu, Dongfang, Gopale, Manoj, Zhang, Jiacheng, Brown, Kris, Begoli, Edmon, Bethard, Steven
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Research and Applications
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7566510/
https://www.ncbi.nlm.nih.gov/pubmed/32719838
http://dx.doi.org/10.1093/jamia/ocaa080

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7566510/
https://www.ncbi.nlm.nih.gov/pubmed/32719838
http://dx.doi.org/10.1093/jamia/ocaa080

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