Table 5.
Our strategies vs. BioCreative III participant average on gold-50 test set
| Configuration | Test set gold standard 50 | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| TAP5 | TAP10 | TAP20 | |||||||
| TAP5 | ∆ | relative improvement | TAP10 | ∆ | relative improvement | TAP20 | ∆ | relative improvement | |
| BioCreative III Average (Baseline) |
0.1421 | - | - | 0.1643 | - | - | 0.1764 | - | - |
| Static strategy (Team 101_R3) |
0.1773 | +0.0352 | +24.77% | 0.2096 | +0.0453 | +27.57% | 0.2374 | +0.0610 | +34.58% |
| Article-wide species | 0.2012 | +0.0591 | +41.59% | 0.2312 | +0.0669 | +40.72% | 0.2480 | +0.0716 | +40.59% |
| Section-wide species | 0.2007 | +0.0586 | +41.24% | 0.2319 | +0.0676 | +41.14% | 0.2480 | +0.0716 | +40.59% |
| Optimal Dynamic Dictionary | 0.2708 | +0.1287 | +90.57% | 0.3136 | +0.1493 | +90.87% | 0.3140 | +0.1376 | +78.00% |