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Table 7 Semantic role induction results according to the weighting of the edges

From: Semantic frame induction through the detection of communities of verbs and their arguments

  d Edges CC Clusters Purity F1 BCubed F1
Weighted 0.59 30,635 0.55 56.33 ±0.94 70.88 ±0.14 58.20 ±0.06
Unweighted 0.60 34,164 0.56 43.33 ±0.94 69.77 ±0.65 56.72 ±1.10
  1. d refers to the neighboring threshold. CC refers to the clustering coefficient