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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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Detalhes bibliográficos
Publicado no:JMIR Med Inform
Main Authors: Yang, Xi, He, Xing, Zhang, Hansi, Ma, Yinghan, Bian, Jiang, Wu, Yonghui
Formato: Artigo
Idioma:Inglês
Publicado em: JMIR Publications 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7721552/
https://ncbi.nlm.nih.gov/pubmed/33226350
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/19735
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