The Application of Deep Learning Model in Recruitment Decision

Table 6

Recruitment entity extraction evaluation based on the BERT-Bi-LSTM-CRF model.

Serial number	Precision rate (%)	Recall rate (%)	value (%)
1	76.39	77.75	77.03
2	71.99	80.79	81.03
3	80.59	77.28	78.89
4	78.02	78.69	78.32
5	74.08	79.88	76.81
6	67.88	79.66	73.29
7	73.24	75.31	74.28
8	77.37	82.87	76.45
9	73.90	76.97	75.41
10	70.64	81.93	75.89
Average	74.43	80.09	76.69