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BM 2 5 is a measure of how relevant a document is for a query. Below is the formula for OkapiBM 2 5 :RSV BM

BM25 is a measure of how relevant a document is for a query. Below is the formula for OkapiBM25:RSV BM 25= logNdfiiq\times (k1+1)tfik1((1- b)+ b dlavdl )+ tfi(i) Show how BM25 performs on the query employee benefits. Below are some statisticsfor our corpus.Number of webpages 1000Number of webpages containing employee 10Number of webpages containing benefits 100Average document length 78There are only two documents relevant to employee benefits. Below are their statisticsDocument #1 Document #2Document length 2639Frequency of employee 34Frequency of benefits 32Let k1=1 and b =0.6. Calculate the RSVBM25 for each document for the query employeebenefits.

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