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rollout sampling

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direct preference optimization (dpo) (1) gsm8k (1) llm reasoning capability (1) token-level contrastive estimation (1) critical token (1)

Papers

Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM’s Reasoning Capability ICML 2025