Stereotypes-in-LLMs/hiring-analyses-baseline-en

--- dataset_info: features: - name: candidate_id dtype: string - name: job_id dtype: string - name: CV dtype: string - name: Job Description dtype: string - name: Job Position dtype: string - name: lang dtype: string - name: protected_group dtype: string - name: protected_attr dtype: string - name: group_id dtype: string - name: decision dtype: string - name: feedback dtype: string - name: raw_ai_decision dtype: string splits: - name: gender num_bytes: 30225422 num_examples: 9000 - name: marital_status num_bytes: 7592204 num_examples: 2250 - name: military_status num_bytes: 7587716 num_examples: 2250 - name: religion num_bytes: 13583610 num_examples: 4050 - name: name num_bytes: 15130390 num_examples: 4500 - name: age num_bytes: 9012532 num_examples: 2700 download_size: 5553658 dataset_size: 83131874 configs: - config_name: default data_files: - split: gender path: data/gender-* - split: marital_status path: data/marital_status-* - split: military_status path: data/military_status-* - split: religion path: data/religion-* - split: name path: data/name-* - split: age path: data/age-* license: cc-by-4.0 ---

原始信息汇总

数据集概述

数据特征

• candidate_id: 字符串类型
• job_id: 字符串类型
• CV: 字符串类型
• Job Description: 字符串类型
• Job Position: 字符串类型
• lang: 字符串类型
• protected_group: 字符串类型
• protected_attr: 字符串类型
• group_id: 字符串类型
• decision: 字符串类型
• feedback: 字符串类型
• raw_ai_decision: 字符串类型

数据分割

• gender: 30225422 字节, 9000 个样本
• marital_status: 7592204 字节, 2250 个样本
• military_status: 7587716 字节, 2250 个样本
• religion: 13583610 字节, 4050 个样本
• name: 15130390 字节, 4500 个样本
• age: 9012532 字节, 2700 个样本

数据大小

• 下载大小: 5553658 字节
• 数据集大小: 83131874 字节

配置

• default 配置包含以下数据文件:
  • gender: data/gender-*
  • marital_status: data/marital_status-*
  • military_status: data/military_status-*
  • religion: data/religion-*
  • name: data/name-*
  • age: data/age-*

许可证

• cc-by-4.0