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Stakeholder-Action Pairs (SAPs)

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arXiv2025-09-30 收录
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该数据集由通过对普通利益相关者进行的调查生成的利益相关者-行动配对组成,旨在识别各种利益相关者可以采取的行动,以减轻生成式人工智能在媒体中的负面影响。数据集还包括由GPT-4生成的场景,这些场景有助于引导参与者针对特定影响类型给出有针对性的回应。该数据集涵盖了十大已识别的影响类型及其相关的利益相关者-行动配对,其任务是识别并排名旨在减轻与人工智能相关的负面影响的利益相关者行动。

This dataset consists of stakeholder-action pairs generated through a survey of general stakeholders, with the goal of identifying actionable steps that various stakeholders can take to mitigate the negative impacts of generative AI in media. The dataset also incorporates scenarios generated by GPT-4, which help guide participants to provide targeted responses tailored to specific impact types. Covering ten identified impact categories and their associated stakeholder-action pairs, this dataset is designed for the task of identifying and ranking stakeholder actions intended to reduce AI-related negative impacts.
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