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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>.
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5.80 score 18 stars 22 scripts 170 downloads
promptr - Format and Complete Few-Shot LLM Prompts
Format and submit few-shot prompts to OpenAI's Large Language Models (LLMs). Designed to be particularly useful for text classification problems in the social sciences. Methods are described in Ornstein, Blasingame, and Truscott (2024) <https://joeornstein.github.io/publications/ornstein-blasingame-truscott.pdf>.
Last updated
4.06 score 21 stars 11 scripts 174 downloads