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ALBERT-Based Self-Ensemble Model With Semisupervised Learning and Data Augmentation for Clinical Semantic Textual Similarity Calculation: Algorithm Validation Study

BACKGROUND: In recent years, with increases in the amount of information available and the importance of information screening, increased attention has been paid to the calculation of textual semantic similarity. In the field of medicine, electronic medical records and medical research documents hav...

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Detalles Bibliográficos
Autores principales: Li, Junyi, Zhang, Xuejie, Zhou, Xiaobing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7864778/
https://www.ncbi.nlm.nih.gov/pubmed/33480858
http://dx.doi.org/10.2196/23086