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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.