Table 4 Comparison results on Dataset Fine-tuning Variants
From: Precision information extraction for rare disease epidemiology at scale
Dataset | Entity-level F1 |
|---|---|
Standard Dataset (with 8 entity classes) | 0.755 |
Dataset with ABRV and DIS merged (with 7 entity classes) | 0.750 |
Dataset without ABRV and DIS (with 6 entity classes) | 0.836 |
Dataset without ABRV, DIS, ETHN (with 5 entity classes) | 0.819 |