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Table 6 NLM WSD results comparing the baselines and the proposed methods

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

 

AEC

MRD

Initial

0.7007

0.6362

LSC

0.7226†

0.6368

Coll

0.7163

0.6365

CollParser

0.7233†

0.6406

2-MRD

-

0.7158‡

2-MRDFilter

0.6295

0.6825‡

MFS

0.8550

0.8550

NB

0.8830

0.8830

  1. Accuracy results of the different methods using the NLM 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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