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. 2023 Jun 10;13(1):92. doi: 10.1007/s13278-023-01095-8

Table 7.

Experimental results on ACE05 Chinese

Model Feature F1(%)
TRE (Alt et al. 2019) Reusing of entity 56.20
Tree core (Yu et al. 2010) Entity type, LDC, GPE 67.00
CNN (Nguyen and Grishman 2015) Location of entity 67.30
CNN (Yang et al. 2021) Reusing & tagging of entity 78.00
CNN+BERT (Yang et al. 2021) Sentence 80.30
Att-BiLSTM (Zhou et al. 2016) Solid structure 84.20
CNN+BERT (Yang et al. 2021) Reusing & tagging of entity 89.80
Ours Entity semantics & structure 90.12