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Difficulties in using precision/recall

  • Should average over large document collection/query ensembles

  • Need human relevance assessments

    • People aren’t reliable assessors

  • Assessments have to be binary

    • Nuanced assessments?

  • Heavily skewed by collection/authorship

    • Results may not translate from one domain to another


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