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Ying-Ying Liu

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#natural language process... Preprint Sep 2026

OUTLETS: Output-Length Prediction from Speculative Decoding Backbones

This work identifies a structural connection between speculative decoding (SD) and length prediction: latent representations produced by the draft decoder in advanced frameworks (e.g., EAGLE-3) encode signals that are predictive of generation length.

Wei-Huang Wen, Ying-Ying Liu, Yi-Chuan Liu et al. · 0 citations