Applying EM to compute document relevance from crowdsourced pair preferences

Traditional Information Retrieval (IR) systems evaluate over absolute relevance judgments or multi- grade judgments by hiring expert assessors. More recently there has been considerable interest in inferring document relevance, for which no true relevance labels are available, based on noisy crowdso...

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Online Access:http://hdl.handle.net/2047/d20003141