The simple scalability of documents

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Human Preferences as Dueling Bandits (2022, background): “Proposals to base information retrieval evaluations on preference judgments date back to the early 1990s [15, 30, 37].”
Preferences on a Budget: Prioritizing Document Pairs when Crowdsourcing Relevance Judgments (2022, background): “, [27]) and the work by Carterette et al.”
Evaluation measures for preference judgments (2008, unknown): “When preferences are transitive, they can be mapped to a measure of individual document utility that can be understood as an absolute relevance judgment [2].”
Evaluation Measures Based on Preference Graphs (2021, background): “Preferences have a long history as an alternative to graded relevance judgments, extending back to the early 1990’s[16, 23].”