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- Title
Enhancing filter-based parenthetic abbreviation extraction methods.
- Authors
Turki, Houcemeddine; Taieb, Mohamed Ali Hadj; Aouicha, Mohamed Ben; Hadj Taieb, Mohamed Ali; Ben Aouicha, Mohamed
- Abstract
This letter discusses the limitations of the use of filters to enhance the accuracy of the extraction of parenthetic abbreviations from scholarly publications and proposes the usage of the parentheses level count algorithm to efficiently extract entities between parentheses from raw texts as well as of machine learning-based supervised classification techniques for the identification of biomedical abbreviations to significantly reduce the removal of acronyms including disallowed punctuations.
- Subjects
ABBREVIATIONS; ACRONYMS; DATA mining; INFORMATION retrieval
- Publication
Journal of the American Medical Informatics Association, 2021, Vol 28, Issue 3, p668
- ISSN
1067-5027
- Publication type
letter
- DOI
10.1093/jamia/ocaa314