Research Article

Named Entity Recognition for Public Interest Litigation Based on a Deep Contextualized Pretraining Approach

Table 2

Parameter setting.

ParametersValue

Vocabulary size21128
BERT hidden size768
BERT attention heads12
BERT layers12
BiLSTM hidden size384
LSTM layers2
Learning rate0.0001
Pretraining word embedding size768