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Evidence record 7195 · automatically gathered

AdaQE-CG: Adaptive Query Expansion for Web-Scale Generative AI Model and Data Card Generation

Transparent and standardized documentation is essential for building trustworthy generative AI (GAI) systems. However, existing automated methods for generating model and data cards still face three major challenges: (i) static templates, as most systems rely on fixed query templates that cannot adapt to diverse paper structures or evolving documentation requirements; (ii) information scarcity, since web-scale repositories such as Hugging Face often contain incomplete or inconsistent metadata, l

Record details

Published: 16 March 2026
Source: arXiv
Category: Research
Topics: Transparency
Retrieved: 14 July 2026

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How to cite this record

ethics.ai (16 March 2026), “AdaQE-CG: Adaptive Query Expansion for Web-Scale Generative AI Model and Data Card Generation,” evidence record 7195, https://ethics.ai/record/7195 (originally published by arXiv).

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