most citedVIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation

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cs.CL2026

Beyond Token Positions: Safety Alignment Across Denoising Steps in Diffusion Language Models

Guoli Wang, Haonan Shi, Tu Ouyang +1

Diffusion large language models (dLLMs) generate text through iterative denoising rather than left-to-right decoding. This generation paradigm introduces two axes that can influenc…