Table 5 Entity disambiguation relationship matches the accuracy (%) and speed (ms) of joint task.
From: A semantic union model for open domain Chinese knowledge base question answering
Model | Accuracy@1 | Rate |
|---|---|---|
Siamese BiLSTM | 84.26 | 45.42 |
Siamese BiLSTM(mask) | 85.71 | 43.67 |
BERT-Softmax | 87.29 | 843.18 |
BERT-Softmax(mask) | 87.53 | 809.29 |
Sentence-BERT | 84.35 | 118.61 |
Sentence-BERT(mask) | 85.58 | 116.51 |
CoSENT | 87.17 | 124.52 |
CoSENT(mask) | 87.65 | 123.95 |
