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Can we avoid human judgment?

  • No

  • Makes experimental work hard

    • Especially on a large scale

  • In some very specific settings, can use proxies

    • E.g.: for approximate vector space retrieval, we can compare the cosine distance closeness of the closest docs to those found by an approximate retrieval algorithm

  • But once we have test collections, we can reuse them (so long as we don’t overtrain too badly)


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