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When Verifiable Rewards Switch the Language: Cross-lingual Collapse in Chain-of-Thought
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the reward almost completely prevents cross-lingual collapse in the Ukrainian run—though at the cost of a modest drop in performance—and an analogous trade-off appears in the Korean case.
A language-consistency reward improves chain-of-thought readability while slightly reducing model performance.
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- https://arxiv.org/html/2506.05850v2
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- Oct 30, 2026Entered the graphEntered the graph; no copy stored