Research on Application of Intelligent Corpus Annotation of Entity Extraction with Construction of Knowledge Graph

Table 4

The hyperparameter setting.

Parameter name	Parameter values
Batch_size	128
Seq_max_len	256
Dropout	0.4
Learning rate	8e − 3
GRU unit	128
LSTM unit	128
Epoch	5
Optimizer	RAdam
kernel_size	5
Random embedding size	300
Word2vec embedding size	300
Word2vec window	5
Word2vec iter	5