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cs.CL 1

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2026 1

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DiffCoT: Diffusion-styled Chain-of-Thought Reasoning in LLMs

cs.CL · 2026-01-07 · unverdicted · novelty 7.0

DiffCoT applies diffusion-style iterative denoising to chain-of-thought steps with a causal noise schedule, outperforming standard CoT optimization methods on multi-step reasoning benchmarks.

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  • DiffCoT: Diffusion-styled Chain-of-Thought Reasoning in LLMs cs.CL · 2026-01-07 · unverdicted · none · ref 31

    DiffCoT applies diffusion-style iterative denoising to chain-of-thought steps with a causal noise schedule, outperforming standard CoT optimization methods on multi-step reasoning benchmarks.