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difficulty-adaptive sampling
difficulty-adaptive sampling
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cost-efficient inference
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multi-step reasoning
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inference cost
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posterior distribution
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adaptive sampling
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chain-of-thought reasoning
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Papers
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning
NAACL 2025
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