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Yuanfu Wang

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#natural language process... Preprint Aug 2026

Decoupled Contrastive Decoding via Expert-Aligned Drafting

Decoupled Contrastive Decoding is introduced, which drafts with an expert-aligned lightweight proposer and applies the amateur only in unchanged CD verification and achieves average greedy speedups of 1.65 to 1.95x over vanilla CD and reduces MMLU proposal-path latency by about 5 to 12x relative to amateur-coupled prop...

Zhi-Xuan Liu, Zhichen Dong, Yuanfu Wang et al. · 0 citations

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