Attribute Extraction Study in the Field of Military Equipment Based on Distant Supervision

Table 6

Attribute extraction parameter settings.

Parameter	Parameter value
Batch size	8
Learning rate	5-5
RoBERTa hidden layer size	768
LSTM hidden layer size	128
Sentence length	256
Training rounds	20
Dropout	0.5