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fuzzylink: Probabilistic Record Linkage Using Pretrained Text Embeddings
Links datasets through fuzzy string matching using pretrained text embeddings. Produces more accurate record linkage when lexical string distance metrics are a poor guide to match quality (e.g., "Patricia" is more lexically similar to "Patrick" than it is to "Trish"). Capable of performing multilingual record linkage. Methods are described in Ornstein (2025) <doi:10.1017/pan.2025.10016>.
Getting started
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Package details |
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| Author | Joe Ornstein [aut, cre, cph] (ORCID: <https://orcid.org/0000-0002-5704-2098>) |
| Maintainer | Joe Ornstein <jornstein@uga.edu> |
| License | MIT + file LICENSE |
| Version | 0.4.1 |
| URL | https://joeornstein.github.io/software/fuzzylink/ |
| Package repository | View on CRAN |
| Installation |
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