Table 2.

Hyperparameter settings

Hyperparameter	Value
Character embedding dimension	128
Context sentence length	100
Learning rate	0.001
Decay rate	0.05
Batch size	128
Dropout	0.1
Epochs	30
Hinge	0.1
Top k	50