Technology-Assisted Review
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Related Articles from SNS
Decision-Theoretic Stopping Rules for Document Screening
arXiv:2606.07071v1 Announce Type: new Abstract: Deciding when to stop reviewing the results of a search is a common problem with multiple applications. Existing stopping rules developed within Technology-Assisted Review (TAR) aim to achieve a pre-specified recall target and do not take into account the reason for examining the results, potentially leading to sub-optimal recommendations. This paper applies decision theory to the problem and uses it to derive three practical stopping policies...