Combining Neural Networks and Log-linear Models to Improve Relation Extraction
Table 6: The Performance Breakdown per Relation for CNN and BIDIRECT on the development set.
['Relation Class', 'CNN P', 'CNN R', 'CNN F1', 'BIDIRECT P', 'BIDIRECT F', 'BIDIRECT F1']
In order to better understand the reason helping the combination of CNNs and RNNs outperform the individual networks, we evaluate the performance breakdown per relation for the CNN and BIDIRECT models.