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 | 0.47 | 347,202 | 0.91 | 196.63 ±1.68 | 79.97 ±0.21 | 73.07 ±0.25 |
CW Best Threshold | 0.49 | 364,829 | 0.91 | 186.33 ±0.98 | 80.26 ±0.17 | 73.43 ±0.19 |
LM Dev. Threshold | 0.43 | 308,781 | 0.89 | 198.00 ±0.00 | 79.38 ±0.00 | 72.40 ±0.00 |
LM Best Threshold | 0.46 | 338,312 | 0.90 | 181.00 ±0.00 | 79.68 ±0.00 | 72.89 ±0.00 |
LP Dev. Threshold | 0.41 | 288,351 | 0.88 | 227.00 ±0.00 | 78.74 ±0.00 | 71.48 ±0.00 |
LP Best Threshold | 0.48 | 355,911 | 0.91 | 186.00 ±0.00 | 79.67 ±0.00 | 72.67 ±0.00 |