论文进阶

grounding

锚定 / 接地。在 RAG/AI 语境下指把模型输出与可验证的外部证据（检索到的文档、指南等）绑定，使内容可追溯、可核查。

English Definition

"In RAG/AI context, the practice of anchoring model outputs in verifiable external evidence (e.g., retrieved documents, guidelines) so that the generated content can be checked and trusted."

用法说明 · 针对中文母语者

在 AI/HCI 文献里 grounding 是技术术语，不要和 qualitative research 里的 grounded theory 混淆；本词在医疗 AI 场景里几乎等同于"用证据说话"。

常见错误

·和 qualitative research 里的 grounded theory 混淆
·误以为只要引用了文档就算 grounding

真实用例 · 4 条

"their outputs require grounding in current medical evidence to ensure reliability"

论文Pipeline extracted — review needed·LLM 医疗应用的硬性要求

"for a patient-facing explanation to be truly safe and trustworthy, it must be grounded in valid clinical reasoning"

论文Pipeline extracted — review needed·Related Works 中安全要求

"uses RAG to ground the content, and employs progressive disclosure to stage explanations"

论文Pipeline extracted — review needed·系统实现

"combining structured output templates with RAG to ground content in verifiable medical knowledge"

论文Pipeline extracted — review needed·反复出现的设计模式

由 pipeline 自动采集，待人工 review