From: Biomedical relation extraction via knowledge-enhanced reading comprehension
Model | Intra sentential level\(^{\mathrm{1}}\) | Inter sentential level\(^{\mathrm{2}}\) | Document level | ||||||
---|---|---|---|---|---|---|---|---|---|
P (%) | R (%) | F1 (%) | P (%) | R (%) | F1 (%) | P (%) | R (%) | F1 (%) | |
Only KB | 58.61 | 62.29 | 60.39 | 39.56 | 18.67 | 25.37 | 52.86 | 81.61 | 64.16 |
RC | 67.09 | 54.50 | 60.14 | 60.10 | 11.16 | 18.83 | 65.83 | 66.32 | 66.07 |
RC+KB(atten2) | 67.94 | 56.85 | 61.90 | 62.00 | 11.63 | 19.59 | 66.88 | 69.14 | 67.99 |
RC+KB(atten1+atten2) | 72.74 | 58.07 | 64.58 | 68.31 | 11.73 | 20.02 | 71.93 | 70.45 | 71.18 |