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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