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Constructing Test Collections using Multi-armed Bandits and Active Learning

Rahman, Md Mustafizur; Kutlu, Mücahid; Lease, Matthew ( Association for Computing Machinery, Inc, 2019)

While test collections provide the cornerstone of system-based evaluation in information retrieval, human relevance judging has become prohibitively expensive as collections have grown ever larger. Consequently, intelligently ...