Skip to main content
. 2021 Feb 18;2021:baab005. doi: 10.1093/database/baab005

Performance in Stage 1 on the BC-V test set without considering functions

Att-BiLSTM (14) (%) BERT (14) (%) SBEL-BERT (ours) (%)
Evaluation levels P R F1 P R F1 P R F1
Term 56.3 63.6 58.6(±0.9) 65.2 49.0 55.9(±2.6) 59.7 60.1 59.8(±0.8)
FS 66.7 23.1 34.3(±1.4) 76.3 30.0 42.1(±6.4) 72.7 51.5 59.6(±4.5)
Function 36.8 11.7 17.7(±2.1) 35.3 15.5 20.8(±5.4) 32.9 26.0 28.5(±3.0)
RS 57.6 67.8 62.3(±1.7) 80.2 61.5 69.4(±2.6) 73.0 71.6 72.2(±1.1)
Relation 27.7 36.6 31.6(±1.8) 46.2 33.8 38.8(±1.4) 40.0 41.2 40.4(±1.0)
State(REL) 16.0 23.3 19.0(±1.2) 31.2 22.8 26.2(±0.8) 27.4 28.5 27.8(±0.7)
State(MRG) 18.7 24.8 21.3(±1.8) 33.7 24.8 28.3(±1.4) 29.8 30.8 30.1(±1.4)