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Table 4 Pearson correlation coefficient for semantic pair similarity

From: Improving medical term embeddings using UMLS Metathesaurus

Data set

GloVe

skip-gram

fastText

definition2vec

Pedersen

0.2963

0.4297

0.6256

0.6468

Pakhomov

0.1712

0.5310

0.5732

0.5888

UMNSRS

0.2182

0.6058

0.6188

0.6392

  1. Bold font emphasizes the best method for each accuracy category
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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