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Table 11 Comparison of semantic frame 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 73.78 65.35
Ribeiro et al. (2019) 75.25 65.32
Anwar et al. (2019) 76.68 68.10
Arefyev et al. (2019) 78.15 70.70
Our Approach (Dev. Threshold) 79.97 73.07