Moreover, just as indicated in Figure 2, most relation subtypes in the ACE RDC 2003 corpus (arguably the largest annotated corpus in relation extraction) suffer from the lack of training examples.
a critical research in relation extraction is how to rely on semi-supervised learning approaches (e.g.