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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Bibliografiske detaljer
Udgivet i:JMIR Med Inform
Main Authors: Yang, Xi, He, Xing, Zhang, Hansi, Ma, Yinghan, Bian, Jiang, Wu, Yonghui
Format: Artigo
Sprog:Inglês
Udgivet: JMIR Publications 2020
Fag:
Original Paper
Online adgang: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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