We use a slot filling system that has achieved highly competitive results (ranked top 2) at the KBP2012 evaluation as our baseline.
the effectiveness of this model has been demonstrated in the challenging Knowledge Base Population Slot Filling task, where a weighted voting system achieves 2.3% absolute improvement in F-measure score based on the confidence estimates.