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Table 6 Semantic role induction results achieved using information regarding the verb

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

  d Edges CC Clusters Purity F1 BCubed F1
Sum 0.58 77,388 0.57 5.00 ±0.00 57.33 ±0.09 49.40 ±0.10
Subtraction 0.59 30,635 0.55 56.33 ±0.94 71.88 ±0.14 58.20 ±0.06
Concatenation 0.64 93,029 0.59 3.33 ±0.47 60.64 ±1.43 50.82 ±1.52
  1. d refers to the neighboring threshold. CC refers to the clustering coefficient