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Efficient cosine ranking

  • Find the K docs in the collection “nearest” to the query ⇒ K largest query-doc cosines.

  • Efficient ranking:

    • Computing a single cosine efficiently.

    • Choosing the K largest cosine values efficiently.

      • Can we do this without computing all N cosines?

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