解码阶段引入语法碎片精细层次约束，实现LLM可控生成的新范式。
arXiv:2607.18357v1 Announce Type: cross Abstract: Large language models now write a growing share of the world's code, increasingly inside agents and …
用波斯谚语约束大模型生成故事，探索语义解压缩新路径，研究巧妙且有趣
arXiv:2606.12599v1 Announce Type: new Abstract: Transforming a dense, abstract proverb into an engaging and morally faithful narrative requires deep c…
扩散大语言模型生成格式约束的新突破，动态填充锚点让输出更可控、更精准
arXiv:2606.04535v1 Announce Type: cross Abstract: Diffusion large language models (dLLMs) offer bidirectional attention and parallel generation, enabl…
提出 ConsisGuard 方法，对齐安全审议与策略执行，提升大模型护栏的可靠性与一致性。
arXiv:2605.31073v1 Announce Type: new Abstract: Reasoning-based LLM guardrails improve safety moderation by generating explicit rationales before issu…
用LLM约束生成FHIR bundle，实现患者数字孪生的自洽构建，省去级联模块。
arXiv:2601.05847v2 Announce Type: replace Abstract: We revisit the problem of constructing interoperable patient digital twins from unstructured elect…