... of set instance extraction for each dataset measured in MAP. NP is the Noisy Instance Provider, NE is the Noisy Instance Expander, and BS is the Bootstrapper.quality of the initial list, and the ... components: the Noisy Instance Provider, the Noisy Instance Ex-pander, and the Bootstrapper. Given a semanticclass name, the Provider extracts a initial set ofnoisy candidate instances using hand-coded ... E)|C|where S is the set of snippets, E is the set of ex-cerpts, and C is the set of chunks. sf (x, S) is the snippet frequency of x (i.e., the number ofsnippets containing x) and ef (x, E) is the excerptfrequency...