Datasets:

UMCU
/

DutchMedicalTermPairs

Tasks:

Token Classification

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Dataset card Data Studio Files Files and versions

UMCU commited on Jan 23, 2025

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@@ -11,8 +11,10 @@ size_categories:
 - 1M<n<10M
 ---
-Using the UMLS and the SNOMED-CT ontology we identified positive term pairs by
 * making random pairs of descriptions of the same medical concept identifier
 * using the known positive relationships between CUIs
 We expand this with negative term pairs by random sampling, followed by selecting the top-N most dissimilar terms with (sim<0.25)

 - 1M<n<10M
 ---
+Using the UMLS and the SNOMED-CT ontology we identified *hard* positive term pairs by
 * making random pairs of descriptions of the same medical concept identifier
+and *soft* positive term pairs by
 * using the known positive relationships between CUIs
 We expand this with negative term pairs by random sampling, followed by selecting the top-N most dissimilar terms with (sim<0.25)