Targeting on the two main steps, subgraph selection and fact selection, the research community has developed sophisticated approaches.
the reason is that, as opposed to conventional methods which rank the entire subgraph returned from unigram matching to select the top-n candidates, we choose only the first 200 candidates from the subgraph and then rank them with our proposed ranking score.