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News/CoTranslator: Reverse to Forward Chain-of-Thought Translator for Reasoning Distillation
arxiv
PublishedOctober 16, 2026 at 4:00 AM

CoTranslator: Reverse to Forward Chain-of-Thought Translator for Reasoning Distillation

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arXiv:2610.20828v1 Announce Type: cross Abstract: Reasoning distillation requires chain-of-thought (CoT) data with correct answers, but obtaining such data efficiently remains challenging. Forward CoT generation (FCG) followed by rejection sampling (RS) produces verified, question-only responses, ye

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