Chinese Clinical Named Entity Recognition with ALBERT and MHA Mechanism

Table 6

Comparison with state-of-the-art models.

Team name	Method	F1 (%)
Alihealth	BBC + BBT + FBBC + rule	85.62
THU_MSIIP	Ensemble	85.59
DUTIR	ELMO + BiLSTM-CRF	85.16
Jfhealthcare	—	84.85
Suda-hlt	—	84.12
ZJUCST	—	83.80
Ours	ALBERT-IDCNN-MHA-CRF	85.63

The best result is shown in bold face.