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Efficient Reasoning via Chain of Unconscious Thought

cs.CL · 2025-05-26 · conditional · novelty 4.0

CoUT, a training-free prompt that asks models to reason internally and answer with minimal text, cuts token usage by 47.6% versus chain-of-thought on four math benchmarks while keeping average accuracy roughly comparable.

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  • Efficient Reasoning via Chain of Unconscious Thought cs.CL · 2025-05-26 · conditional · none · ref 10

    CoUT, a training-free prompt that asks models to reason internally and answer with minimal text, cuts token usage by 47.6% versus chain-of-thought on four math benchmarks while keeping average accuracy roughly comparable.