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#pairwise

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR

arXiv cs.LG ↗ · 2026-08-13 Cached

This paper introduces PAIR, a pairwise-aware inclusion reweighting method for adaptive rollout allocation in RLVR, improving sample efficiency and accuracy over pointwise allocators by correcting biases in pairwise gradient estimation.

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#pairwise

TuneJury: An Open Metric for Improving Music Generation Preference Alignment

Hugging Face Daily Papers ↗ · 2026-06-15 Cached

TuneJury is an open-source pairwise reward model for text-to-music generation that provides calibrated preference scoring and generalizes across multiple downstream applications.

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