Table 5 Performance changes with different components of the document level sub-network on the test set of the CDR corpus when knowledge isn’t incorporated
From: A document level neural model integrated domain knowledge for chemical-induced disease relations
Architecture | P(%) | R(%) | F(%) |
|---|---|---|---|
(1): lstm+lstm | 48.0 | 62.8 | 54.4 |
(2): lstm+cnn | 54.8 | 59.2 | 56.9 |
(3): lstm+cnnlstm | 56.5 | 61.3 | 58.8 |
(4): lstm+cnnlstm+topic | 54.3 | 65.9 | 59.5 |