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2026 1

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TASR: Training-Free Adaptive Stopping for Iterative Retrieval

cs.IR · 2026-06-11 · unverdicted · novelty 5.0

TASR provides a training-free predicate that stops iterative retrieval on repeated normalized answers plus calibrated logit margin above 0.25, retaining 94.8% of fixed-k=5 F1 at 62.6% of the calls across 32 configurations.

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  • TASR: Training-Free Adaptive Stopping for Iterative Retrieval cs.IR · 2026-06-11 · unverdicted · none · ref 3

    TASR provides a training-free predicate that stops iterative retrieval on repeated normalized answers plus calibrated logit margin above 0.25, retaining 94.8% of fixed-k=5 F1 at 62.6% of the calls across 32 configurations.