On the other hand, supervised models can achieve better performances than patterns on manually labeled datasets, but it is often difficult to obtain large number of annotations for the relation extraction task, and the trained models are also limited to specified domains.
we still need an algorithm to better combine the power of syntactic and lexical patterns, while reduce manual annotations.