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

BackgroundIn 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...

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Bibliographic Details
Main Authors: Li, Junyi, Zhang, Xuejie, Zhou, Xiaobing
Format: Article
Language:English
Published: JMIR Publications 2021-01-01
Series:JMIR Medical Informatics
Online Access:http://medinform.jmir.org/2021/1/e23086/