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Table 13 Comparison of semantic frame slot induction results with those of previous approaches in terms of performance on the test data

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

 

Purity F1

BCubed F1

Baseline

57.99

45.79

Ribeiro et al. (2019)

50.99

42.75

Anwar et al. (2019)

62.10

49.49

Arefyev et al. (2019)

73.11

64.43

Our Approach (Dev. Thresholds)

66.70

56.76

  1. The results of Arefyev et al. (Arefyev et al. 2019) are crossed because they were obtained using a supervised approach