Imaging · dataset · 2026
PopResume
Listed in Hugging Face Datasets
Description
PopResume Population-Representative Resume Dataset for Causal Fairness Evaluation of LLM/VLM Resume Screeners 🌐 Project page · 📄 arXiv · 💻 Code · EMNLP 2026 Main (Oral) PopResume is a synthetic, population-representative resume dataset that preserves the natural statistical relationships among demographic attributes, demographic proxies, and job-relevant qualifications found in U.S. population statistics. It enables path-specific effect (PSE)–based fairness auditing of LLM-… See the full description on the dataset page: huggingface.co/datasets/sumin-yu/PopResume.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/sumin-yu/PopResume ↗
Gated (manual) - request access on the dataset page
landing page · request access · from Hugging Face
Documentation and papers
- arXiv:2603.22714 arxiv.org/abs/2603.22714 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/sumin-yu/PopResume ↗
metadata API · from Hugging Face
Topics
- Stated by source
- document question answering · image · image text to text · tabular · text · text ranking
- From keywords
- Computer Science & AI
Provenance · 1 source records, 14 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | sumin-yu/PopResume | 7 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:tabular | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:document-question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:image-text-to-text | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-ranking | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |