Recognition of Disease Genetic Information from Unstructured Text Data Based on BiLSTM-CRF for Molecular Mechanisms

Table 2

Comparisons between previous works and our approach.

Approach	P (%)	R (%)	F-score (%)
Zhou et al. [41]	75.99	69.42	72.55
Liao and Wu [42]	72.80	73.60	73.20
Tang et al. [43]	70.78	72.00	71.39
Yao et al. [44]	76.13	66.54	71.01
Li et al. [45]	74.77	70.85	72.76
Li and Guo [46]	79.58	69.86	74.40
Our approach	79.04	74.72	76.81