Research Article
Open Relation Extraction in Patent Claims with a Hybrid Network
Table 3
Hyperparameter setting of the framework.
| Layer | Hyperparameter | |
| Embedding | Word embedding size | 300 | POS embedding size | 26 | Entity embedding size | 12 | CNN | Kernel size | 3 | Number of filters | 100 | Bi-LSTM | State size | 300 | Dropout | Dropout rate | 0.5 | | Batch size | 50 | Initial learning rate | 0.01 | Sequence length | 50 |
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