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SPIN Processed News Frame: The Hype
Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models
Researchers propose a method to dynamically deactivate classifier-free guidance (CFG) during masked diffusion language model decoding once a 'commitment horizon' is reached, improving efficiency without sacrificing constraint satisfaction across 13 subtasks.
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arXiv Computation and Language
Aug 11, 2026
SPIN Processed News Frame: The Hype
Adaptive Multi-Step Lookahead Decoding for Diffusion Language Models
Researchers introduced AdaLook, an adaptive multi-step lookahead decoding method for masked diffusion language models that dynamically adjusts rollout depth based on candidate-score variance to improve the accuracy–decoding steps trade-off.
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arXiv Computation and Language
Jul 20, 2026