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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.