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Reliable Confidence Intervals for Information Retrieval Evaluation Using Generative A.I.
Harrie Oosterhuis
Rolf Jagerman
Zhen Qin
Xuanhui Wang
Michael Bendersky
Published in:
KDD (2024)
Keyphrases
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confidence intervals
information retrieval evaluation
test collection
sample size
rank correlation
generative model
markov chain
stopping rules
monte carlo
test set
stochastic systems
roc curve
retrieval model
conditional probabilities
relevance judgments
computational complexity
relevant documents
upper bound