Affiliation:
1. Department of Biomedical Informatics, School of Medicine, Emory University, Atlanta, GA 30322, USA
Abstract
Abstract
Summary
LexExp is an open-source, data-centric lexicon expansion system that generates spelling variants of lexical expressions in a lexicon using a phrase embedding model, lexical similarity-based natural language processing methods and a set of tunable threshold decay functions. The system is customizable, can be optimized for recall or precision and can generate variants for multi-word expressions.
Availability and implementation
Code available at: https://bitbucket.org/asarker/lexexp; data and resources available at: https://sarkerlab.org/lexexp.
Supplementary information
Supplementary data are available at Bioinformatics online.
Funder
National Institute on Drug Abuse
National Institutes of Health
NIH
Publisher
Oxford University Press (OUP)
Subject
Computational Mathematics,Computational Theory and Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Statistics and Probability
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