Table 9 Semantic role induction results on the test data
From: Semantic frame induction through the detection of communities of verbs and their arguments
d | Edges | CC | Clusters | Purity F1 | BCubed F1 | |
|---|---|---|---|---|---|---|
CW Dev. Threshold | 0.59 | 525,265 | 0.47 | 207.33 ±1.25 | 64.96 ±0.26 | 48.85 ±0.33 |
CW Best Threshold | 0.63 | 884,614 | 0.47 | 75.00 ±2.45 | 65.47 ±0.58 | 49.50 ±0.66 |
LM Dev. Threshold | 0.68 | 1,725,277 | 0.47 | 13.33 ±0.47 | 55.12 ±1.81 | 38.64 ±1.40 |
LM Best Threshold | 0.85 | 14,195,334 | 0.60 | 4.00 ±0.00 | 60.57 ±0.45 | 43.72 ±0.70 |
LP Dev. Threshold | 0.66 | 1,319,897 | 0.47 | 38.00 ±0.00 | 55.83 ±0.00 | 40.92 ±0.00 |
LP Best Threshold | 0.65 | 1,154,382 | 0.47 | 43.00 ±0.00 | 64.73 ±0.00 | 48.46 ±0.00 |