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OhMyKing/FairCV

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Hugging Face2024-11-22 更新2024-12-14 收录
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https://hf-mirror.com/datasets/OhMyKing/FairCV
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资源简介:
本数据集是为研究简历筛选过程中潜在偏见而生成的高质量模拟简历数据。数据集由多个变量组合而成,涵盖性别、年龄、婚姻状况、户口地、政治面貌、身体状况等人口学信息,以及技术水平、教育背景和工作经历等职业信息。通过开源此数据集,研究者可以对 AI 在招聘流程中的公平性和偏见问题进行深入分析。数据集包含模板简历、生成简历和辅助脚本,文件结构清晰,数据格式为JSON,使用说明详细。

This dataset is a high-quality simulated resume dataset generated to study potential biases in the resume screening process. It consists of various variable combinations, covering demographic information such as gender, age, marital status, hometown, political status, physical condition, as well as professional information like technical level, educational background, and work experience. By open-sourcing this dataset, researchers can conduct in-depth analysis on the fairness and bias issues of AI in the recruitment process. The dataset includes template resumes, generated resumes, and auxiliary scripts, with data files in JSON format.
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