Method\dataset | BC2GM | JNLPBA | ||||
---|---|---|---|---|---|---|
p | r | f1 | p | r | f1 | |
BiLSTM-CRF [28] | 81.57 | 79.48 | 80.51 | 71.35 | 75.74 | 73.48 |
CollaboNet [29] | 80.49 | 78.99 | 79.73 | 74.43 | 83.22 | 78.58 |
MTM-CW [31] | 82.10 | 79.42 | 80.74 | 70.91 | 76.34 | 73.52 |
BioKMNER [32] | - | - | 84.92 | - | - | 77.72 |
BioBERT-MRC [33] | 87.04 | 83.98 | 85.48 | 75.96 | 82.13 | 78.93 |
MTL-LS [34] | – | – | 82.92 | – | – | – |
BioELECTRA[35] | – | – | 84.69 | – | – | 80.07 |
BioBERT [11] | 84.32 | 85.12 | 84.72 | 72.24 | 83.56 | 77.49 |
Proposed | 84.97 | 85.32 | 85.15 | 72.69 | 84.54 | 78.16 |