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Multilingual Verifier Bias in RLVR: Benchmark, Rollout Diagnosis, and the Cross-Lingual Selection Bottleneck

arXiv cs.CL ↗ · 2026-08-24 Cached

The paper reveals that exact-match verifiers in reinforcement learning with verifiable rewards introduce language-dependent biases in multilingual mathematical reasoning, proposes a protocol for auditing, and identifies a cross-lingual selection bottleneck.

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