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. 2019 May 21;20:260. doi: 10.1186/s12859-019-2873-7

Table 2.

Settings of hyper-parameters

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