Table 2 Settings of hyper-parameters
From: Knowledge-guided convolutional networks for chemical-disease relation extraction
Parameter | Description | Value |
|---|---|---|
n k | TransE epochs | 500 |
d | Word embedding dimension | 100 |
k | Entity/relation embedding dimension | 100 |
l | Filter number | 100 |
Mini-batch | Minimal batch size | 20 |
λ 1 | Learning rate of intra-sentence instances | 0.0001 |
λ 2 | Learning rate of inter-sentence instances | 0.0002 |