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Table 6 BioCreative III average vs. Static vs. Section-wide vs. BioCreative III top systems on silver test set

From: Multi-stage gene normalization for full-text articles with context-based species filtering for dynamic dictionary entry selection

Configuration Test set silver standard 50 Test set silver standard 507
  TAP5 TAP10 TAP20 TAP5 TAP10 TAP20
BioCreative III Average (Baseline) 0.2175 0.2499 0.2690 0.2930 0.3062 0.3109
Static strategy
(Team _101_R3)
0.3506
(+0.1331, +61.20%)
0.3942
(+0.1443, +57.74%)
0.3942
(+0.1252, +46.54%)
0.4351
(+0.1421, +48.50%)
0.4351
(+0.1289, +42.10%)
0.4351
(+0.1242, +39.95%)
Dynamic strategy:
Section-wide species
0.3532
(+0.1357, +62.39%)
0.4048
(+0.1549, +61.98%)
0.4024
(+0.1334, +49.59%)
0.4951
(+0.2010, +68.98%)
0.4401
(+0.1339, +43.73%)
0.4401
(+0.1339, +43.73%)
Team_74_R3 0.3747 0.3747 0.3747 0.4555 0.4555 0.4555
Team_98_R3 0.3576 0.3953 0.4499 0.4086 0.4511 0.4648
Team_83_R1 0.3498 0.3531 0.3531 0.4581 0.4581 0.4581