trajectory-guided-querying

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TraceQuery: learning what to recompute from full-denoising trajectory in diffusion language models

arXiv cs.CL ↗ · 2026-10-27 Cached

TraceQuery 是一个轻量级稀疏解码框架，通过全去噪轨迹监督预测需要重新计算的少量位置，为扩散大语言模型（dLLM）推理提供最优的质量-计算权衡。

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