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Computing the K largest cosines: selection vs. sorting

  • Typically we want to retrieve the top K docs (in the cosine ranking for the query)

    • not to totally order all docs in the collection

  • Can we pick off docs with K highest cosines?

  • Let J = number of docs with nonzero cosines

    • We seek the K best of these J


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