Skip to main content

Advertisement

Table 3 performance of our cnn-based and rpcnn-based systems for chemical-induced disease extraction

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

Methods Without domain knowledge (%) With domain knowledge (%)
P R F P R F
CNN 50.47 55.61 52.92 63.70 74.40 68.64
CNN + piecewise 54.48 53.91 54.20 63.83 75.16 69.03
CNN + attention 48.40 58.54 52.99 62.28 76.58 68.69
CNN + attention+piecewise 57.80 54.20 55.94 59.97 81.49 69.09
RPCNN 55.17 63.63 59.10 65.24 77.21 70.77