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Measurement of Semantic Textual Similarity in Clinical Texts: Comparison of Transformer-Based Models

BACKGROUND: Semantic textual similarity (STS) is one of the fundamental tasks in natural language processing (NLP). Many shared tasks and corpora for STS have been organized and curated in the general English domain; however, such resources are limited in the biomedical domain. In 2019, the National...

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Detalles Bibliográficos
Autores principales: Yang, Xi, He, Xing, Zhang, Hansi, Ma, Yinghan, Bian, Jiang, Wu, Yonghui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7721552/
https://www.ncbi.nlm.nih.gov/pubmed/33226350
http://dx.doi.org/10.2196/19735