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Table 4 Comparison between our systems and other state-of-the-art systems

From: Chemical-induced disease extraction via recurrent piecewise convolutional neural networks

Methods Without domain knowledge (%) With domain knowledge (%)
P R F P R F
Xu et al. [8] 59.60 44.00 50.73 65.80 68.57 67.16
Zhou et al. (LSTM) [9] 54.91 51.41 53.10 / / /
Zhou et al. (CNN) [9] 41.13 55.25 47.16 / / /
Gu et al. (CNN) [15] 59.70 55.00 57.20 / / /
Patrick et al. (BRAN) [16] 55.60 70.80 62.10 / / /
Our CNN 57.80 54.20 55.94 59.97 81.49 69.09
Our RPCNN 55.17 63.63 59.10 65.24 77.21 70.77