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The University of Queensland
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Long-context LLMs can drastically reduce the number of model calls needed for passage re-ranking, achieving efficiency without sacrificing effectiveness.
LLMs aren't ready to replace human judges in relevance assessment, as they consistently inflate relevance scores and are easily swayed by superficial cues like passage length.
