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MaPP: A Unified Marginalized Posterior-Predictive Framework for Data-Efficient RLVR
MaPP unifies denoised response advantage estimation and prompt selection via Beta-Binomial marginalization to eliminate composition noise, improving RLVR efficiency and accuracy.
Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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AI panel: 15 of 20 reviewers recommend it
lenient 3/5
medium 10/10
strict 2/5