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Table 7 MSH WSD results comparing the baselines and the proposed methods

From: Collocation analysis for UMLS knowledge-based word sense disambiguation

 

AEC

MRD

Initial

0.8383

0.8070

LSC

0.8416

0.8082

Coll

0.8407

0.8104†

CollParser

0.8409

0.8098·

2-MRD

-

0.8069

2-MRDFilter

0.8313

0.8072

MFS

0.5448

0.5448

NB

0.9386

0.9386

  1. Accuracy results of the different methods using the MSH WSD set. The Initial system consists of the knowledge-based method being evaluated and off the shelf UMLS.
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BMC Bioinformatics

ISSN: 1471-2105

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