Table 3.
Model | Score, mean (SD) | P value | |||
BERTa | BioBERTb | LSTMc | Proposed Model | ||
Reference | 2.232 (0.832) | .11 | .66 | <.001 | .10 |
BERT | 2.134 (0.877) |
|
.10 | .001 | .89 |
BioBERT | 2.207 (0.844) |
|
|
<.001 | .19 |
LSTM | 1.927 (0.910) |
|
|
|
.002 |
Proposed | 2.126 (0.874) |
|
|
|
|
aBERT: Bidirectional Encoder Representations from Transformers.
bBioBERT: Bidirectional Encoder Representations from Transformers trained on a biomedical corpus.
cLSTM: Long Short-Term Memory.