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arXiv cs.CL · Papers

Adaptive Multi-Step Lookahead Decoding for Diffusion Language Models

arXiv:2607.15655v1 Announce Type: new Abstract: Masked diffusion language models (DLMs) enable parallel text generation by iteratively refining masked tokens, offering a promising alternative to autoregressive decoding. Recent lookahead-based decoding methods improve the accuracy--efficiency trade-off by exploring futu