Table 4 Hyperparameters configuration of NER and RE.
From: Construction of knowledge graph for gas polyethylene pipelines based on ALBERT-BiGRU-CRF
Hyperparameters | NER | RE |
|---|---|---|
Batch_size | 24 | 16 |
Epochs | 20 | 40 |
Max_length | 192 | 320 |
Hidden_size | 256 | 384 |
Learning rate | 1 × 10− 5 | 1 × 10− 5 |
Optimizer | Adam | Adam |
Dropout | 0.3 | 0.5 |
GRU_dim | 256 | 256 |
