Table 4 Results over LMs finetuned by open-domain reading comprehension dataset without KBs on the CDR dataset
From: Biomedical relation extraction via knowledge-enhanced reading comprehension
Model | Intra sentential level | Inter sentential level | Document level | ||||||
|---|---|---|---|---|---|---|---|---|---|
P (%) | R (%) | F1 (%) | P (%) | R (%) | F1 (%) | P (%) | R (%) | F1 (%) | |
biobert | 62.27 | 57.13 | 59.59 | 49.80 | 11.44 | 18.61 | 59.85 | 69.23 | 64.20 |
biobert+SQuAD | 67.09 | 54.50 | 60.14 | 60.10 | 11.16 | 18.83 | 65.83 | 66.32 | 66.07 |