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Binary Independence Model

  • Queries: binary term incidence vectors

  • Given query q,

    • for each document d need to compute p(R|q,d).

    • replace with computing p(R|q,x) where x is binary term incidence vector representing d Interested only in ranking

  • Will use odds and Bayes’ Rule:

Speaker notes:

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