Automatic Generation of the Draft Procuratorial Suggestions Based on an Extractive Summarization Method: BERTSLCA

Table 6

Parameters and efficiency of different methods.

Model (index)	Parameters (M)	Train speed per 50 step (s)
BERTSUM + FC	102	40.2
BERTSUM + Transformer	116	48.6
BERTSUM + BiLSTM	105	46.9
BERTSUM + BiLSTM + attention	105	45.2
BERTSUM + CNN	106	37.9
BERTSUM + BiLSTM + CNN	116	40.7
Proposed method	116	40.3