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Peng-Fei Li

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#natural language process... Preprint Oct 2026

TreeSpark: Learning to Draft the Trees You Verify for Speculative Decoding

TreeSpark is introduced, a unified training and inference framework extending the semi-autoregressive DSpark architecture that constructs parent-conditioned candidate trees from one backbone pass and replays their expansion, pruning, and budgeted packing during training.

Jihao Zhao, Qian-Yu Jiang, Shuai-Shuai Zu et al. · 0 citations

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