hugging-face-paper-publisher（拥抱面纸出版商）

Overview

This skill provides comprehensive tools for AI engineers and researchers to publish, manage, and link research papers on the Hugging Face Hub. It streamlines the workflow from paper creation to publication, including integration with arXiv, model/dataset linking, and authorship management.

Integration with HF Ecosystem

• Paper Pages: Index and discover papers on Hugging Face Hub
• arXiv Integration: Automatic paper indexing from arXiv IDs
• Model/Dataset Linking: Connect papers to relevant artifacts through metadata
• Authorship Verification: Claim and verify paper authorship
• Research Article Template: Generate professional, modern scientific papers

Version

1.0.0

Dependencies

• huggingface_hub>=0.26.0
• pyyaml>=6.0.3
• requests>=2.32.5
• markdown>=3.5.0
• python-dotenv>=1.2.1

Core Capabilities

1. Paper Page Management

• Index Papers: Add papers to Hugging Face from arXiv
• Claim Authorship: Verify and claim authorship on published papers
• Manage Visibility: Control which papers appear on your profile
• Paper Discovery: Find and explore papers in the HF ecosystem

2. Link Papers to Artifacts

• Model Cards: Add paper citations to model metadata
• Dataset Cards: Link papers to datasets via README
• Automatic Tagging: Hub auto-generates arxiv:<PAPER_ID> tags
• Citation Management: Maintain proper attribution and references

3. Research Article Creation

• Markdown Templates: Generate professional paper formatting
• Modern Design: Clean, readable research article layouts
• Dynamic TOC: Automatic table of contents generation
• Section Structure: Standard scientific paper organization
• LaTeX Math: Support for equations and technical notation

4. Metadata Management

• YAML Frontmatter: Proper model/dataset card metadata
• Citation Tracking: Maintain paper references across repositories
• Version Control: Track paper updates and revisions
• Multi-Paper Support: Link multiple papers to single artifacts

Usage Instructions

The skill includes Python scripts in scripts/ for paper publishing operations.

Prerequisites

• Install dependencies: uv add huggingface_hub pyyaml requests markdown python-dotenv
• Set HF_TOKEN environment variable with Write-access token
• Activate virtual environment: source.venv/bin/activate

Method 1: Index Paper from arXiv

Add a paper to Hugging Face Paper Pages from arXiv.

Basic Usage:

python scripts/paper_manager.py index \
  --arxiv-id "2301.12345"

Check If Paper Exists:

python scripts/paper_manager.py check \
  --arxiv-id "2301.12345"

Direct URL Access: You can also visit https://huggingface.co/papers/{arxiv-id} directly to index a paper.

Method 2: Link Paper to Model/Dataset

Add paper references to model or dataset README with proper YAML metadata.

Add to Model Card:

python scripts/paper_manager.py link \
  --repo-id "username/model-name" \
  --repo-type "model" \
  --arxiv-id "2301.12345"

Add to Dataset Card:

python scripts/paper_manager.py link \
  --repo-id "username/dataset-name" \
  --repo-type "dataset" \
  --arxiv-id "2301.12345"

Add Multiple Papers:

python scripts/paper_manager.py link \
  --repo-id "username/model-name" \
  --repo-type "model" \
  --arxiv-ids "2301.12345,2302.67890,2303.11111"

With Custom Citation:

python scripts/paper_manager.py link \
  --repo-id "username/model-name" \
  --repo-type "model" \
  --arxiv-id "2301.12345" \
  --citation "$(cat citation.txt)"

How Linking Works

When you add an arXiv paper link to a model or dataset README:

1. The Hub extracts the arXiv ID from the link
2. A tag arxiv:<PAPER_ID> is automatically added to the repository
3. Users can click the tag to view the Paper Page
4. The Paper Page shows all models/datasets citing this paper
5. Papers are discoverable through filters and search

Method 3: Claim Authorship

Verify your authorship on papers published on Hugging Face.

Start Claim Process:

python scripts/paper_manager.py claim \
  --arxiv-id "2301.12345" \
  --email "your.email@institution.edu"

Manual Process:

1. Navigate to your paper's page: https://huggingface.co/papers/{arxiv-id}
2. Find your name in the author list
3. Click your name and select "Claim authorship"
4. Wait for admin team verification

Check Authorship Status:

python scripts/paper_manager.py check-authorship \
  --arxiv-id "2301.12345"

Method 4: Manage Paper Visibility

Control which verified papers appear on your public profile.

List Your Papers:

python scripts/paper_manager.py list-my-papers

Toggle Visibility:

python scripts/paper_manager.py toggle-visibility \
  --arxiv-id "2301.12345" \
  --show true

Manage in Settings: Navigate to your account settings → Papers section to toggle "Show on profile" for each paper.

Method 5: Create Research Article

Generate a professional markdown-based research paper using modern templates.

Create from Template:

python scripts/paper_manager.py create \
  --template "standard" \
  --title "Your Paper Title" \
  --output "paper.md"

Available Templates:

• standard - Traditional scientific paper structure
• modern - Clean, web-friendly format inspired by Distill
• arxiv - arXiv-style formatting
• ml-report - Machine learning experiment report

Generate Complete Paper:

python scripts/paper_manager.py create \
  --template "modern" \
  --title "Fine-Tuning Large Language Models with LoRA" \
  --authors "Jane Doe, John Smith" \
  --abstract "$(cat abstract.txt)" \
  --output "paper.md"

Convert to HTML:

python scripts/paper_manager.py convert \
  --input "paper.md" \
  --output "paper.html" \
  --style "modern"

Paper Template Structure

Standard Research Paper Sections:

---
title: Your Paper Title
authors: Jane Doe, John Smith
affiliations: University X, Lab Y
date: 2025-01-15
arxiv: 2301.12345
tags: [machine-learning, nlp, fine-tuning]
---

# Abstract
Brief summary of the paper...

# 1. Introduction
Background and motivation...

# 2. Related Work
Previous research and context...

# 3. Methodology
Approach and implementation...

# 4. Experiments
Setup, datasets, and procedures...

# 5. Results
Findings and analysis...

# 6. Discussion
Interpretation and implications...

# 7. Conclusion
Summary and future work...

# References

Modern Template Features:

• Dynamic table of contents
• Responsive design for web viewing
• Code syntax highlighting
• Interactive figures and charts
• Math equation rendering (LaTeX)
• Citation management
• Author affiliation linking

Commands Reference

Index Paper:

python scripts/paper_manager.py index --arxiv-id "2301.12345"

Link to Repository:

python scripts/paper_manager.py link \
  --repo-id "username/repo-name" \
  --repo-type "model|dataset|space" \
  --arxiv-id "2301.12345" \
  [--citation "Full citation text"] \
  [--create-pr]

Claim Authorship:

python scripts/paper_manager.py claim \
  --arxiv-id "2301.12345" \
  --email "your.email@edu"

Manage Visibility:

python scripts/paper_manager.py toggle-visibility \
  --arxiv-id "2301.12345" \
  --show true|false

Create Research Article:

python scripts/paper_manager.py create \
  --template "standard|modern|arxiv|ml-report" \
  --title "Paper Title" \
  [--authors "Author1, Author2"] \
  [--abstract "Abstract text"] \
  [--output "filename.md"]

Convert Markdown to HTML:

python scripts/paper_manager.py convert \
  --input "paper.md" \
  --output "paper.html" \
  [--style "modern|classic"]

Check Paper Status:

python scripts/paper_manager.py check --arxiv-id "2301.12345"

List Your Papers:

python scripts/paper_manager.py list-my-papers

Search Papers:

python scripts/paper_manager.py search --query "transformer attention"

YAML Metadata Format

When linking papers to models or datasets, proper YAML frontmatter is required:

Model Card Example:

---
language:
  - en
license: apache-2.0
tags:
  - text-generation
  - transformers
  - llm
library_name: transformers
---

# Model Name

This model is based on the approach described in [Our Paper](https://arxiv.org/abs/2301.12345).

## Citation

@article{doe2023paper, title={Your Paper Title}, author={Doe, Jane and Smith, John}, journal={arXiv preprint arXiv:2301.12345}, year={2023} }

Dataset Card Example:

---
language:
  - en
license: cc-by-4.0
task_categories:
  - text-generation
  - question-answering
size_categories:
  - 10K<n<100K
---

# Dataset Name

Dataset introduced in [Our Paper](https://arxiv.org/abs/2301.12345).

For more details, see the [paper page](https://huggingface.co/papers/2301.12345).

The Hub automatically extracts arXiv IDs from these links and creates arxiv:2301.12345 tags.

Integration Examples

Workflow 1: Publish New Research

# 1. Create research article
python scripts/paper_manager.py create \
  --template "modern" \
  --title "Novel Fine-Tuning Approach" \
  --output "paper.md"

# 2. Edit paper.md with your content

# 3. Submit to arXiv (external process)
# Upload to arxiv.org, get arXiv ID

# 4. Index on Hugging Face
python scripts/paper_manager.py index --arxiv-id "2301.12345"

# 5. Link to your model
python scripts/paper_manager.py link \
  --repo-id "your-username/your-model" \
  --repo-type "model" \
  --arxiv-id "2301.12345"

# 6. Claim authorship
python scripts/paper_manager.py claim \
  --arxiv-id "2301.12345" \
  --email "your.email@edu"

Workflow 2: Link Existing Paper

# 1. Check if paper exists
python scripts/paper_manager.py check --arxiv-id "2301.12345"

# 2. Index if needed
python scripts/paper_manager.py index --arxiv-id "2301.12345"

# 3. Link to multiple repositories
python scripts/paper_manager.py link \
  --repo-id "username/model-v1" \
  --repo-type "model" \
  --arxiv-id "2301.12345"

python scripts/paper_manager.py link \
  --repo-id "username/training-data" \
  --repo-type "dataset" \
  --arxiv-id "2301.12345"

python scripts/paper_manager.py link \
  --repo-id "username/demo-space" \
  --repo-type "space" \
  --arxiv-id "2301.12345"

Workflow 3: Update Model with Paper Reference

# 1. Get current README
huggingface-cli download username/model-name README.md

# 2. Add paper link
python scripts/paper_manager.py link \
  --repo-id "username/model-name" \
  --repo-type "model" \
  --arxiv-id "2301.12345" \
  --citation "Full citation for the paper"

# The script will:
# - Add YAML metadata if missing
# - Insert arXiv link in README
# - Add formatted citation
# - Preserve existing content

Best Practices

1. Paper Indexing

- Index papers as soon as they're published on arXiv - Include full citation information in model/dataset cards - Use consistent paper references across related repositories

1. Metadata Management

- Add YAML frontmatter to all model/dataset cards - Include proper licensing information - Tag with relevant task categories and domains

1. Authorship

- Claim authorship on papers where you're listed as author - Use institutional email addresses for verification - Keep paper visibility settings updated

1. Repository Linking

- Link papers to all relevant models, datasets, and Spaces - Include paper context in README descriptions - Add BibTeX citations for easy reference

1. Research Articles

- Use templates consistently within projects - Include code and data links in papers - Generate web-friendly HTML versions for sharing

Advanced Usage

Batch Link Papers:

# Link multiple papers to one repository
for arxiv_id in "2301.12345" "2302.67890" "2303.11111"; do
  python scripts/paper_manager.py link \
    --repo-id "username/model-name" \
    --repo-type "model" \
    --arxiv-id "$arxiv_id"
done

Extract Paper Info:

# Get paper metadata from arXiv
python scripts/paper_manager.py info \
  --arxiv-id "2301.12345" \
  --format "json"

Generate Citation:

# Create BibTeX citation
python scripts/paper_manager.py citation \
  --arxiv-id "2301.12345" \
  --format "bibtex"

Validate Links:

# Check all paper links in a repository
python scripts/paper_manager.py validate \
  --repo-id "username/model-name" \
  --repo-type "model"

Error Handling

• Paper Not Found: arXiv ID doesn't exist or isn't indexed yet
• Permission Denied: HF_TOKEN lacks write access to repository
• Invalid YAML: Malformed metadata in README frontmatter
• Authorship Failed: Email doesn't match paper author records
• Already Claimed: Another user has claimed authorship
• Rate Limiting: Too many API requests in short time

Troubleshooting

Issue: "Paper not found on Hugging Face"

• Solution: Visit hf.co/papers/{arxiv-id} to trigger indexing

Issue: "Authorship claim not verified"

• Solution: Wait for admin review or contact HF support with proof

Issue: "arXiv tag not appearing"

• Solution: Ensure README includes proper arXiv URL format

Issue: "Cannot link to repository"

• Solution: Verify HF_TOKEN has write permissions

Issue: "Template rendering errors"

• Solution: Check markdown syntax and YAML frontmatter format

Resources and References

• Hugging Face Paper Pages: hf.co/papers
• Model Cards Guide: hf.co/docs/hub/model-cards
• Dataset Cards Guide: hf.co/docs/hub/datasets-cards
• Research Article Template: tfrere/research-article-template
• arXiv Format Guide: arxiv.org/help/submit

Integration with tfrere's Research Template

This skill complements tfrere's research article template by providing:

• Automated paper indexing workflows
• Repository linking capabilities
• Metadata management tools
• Citation generation utilities

You can use tfrere's template for writing, then use this skill to publish and link the paper on Hugging Face Hub.

Common Patterns

Pattern 1: New Paper Publication

# Write → Publish → Index → Link
python scripts/paper_manager.py create --template modern --output paper.md
# (Submit to arXiv)
python scripts/paper_manager.py index --arxiv-id "2301.12345"
python scripts/paper_manager.py link --repo-id "user/model" --arxiv-id "2301.12345"

Pattern 2: Existing Paper Discovery

# Search → Check → Link
python scripts/paper_manager.py search --query "transformers"
python scripts/paper_manager.py check --arxiv-id "2301.12345"
python scripts/paper_manager.py link --repo-id "user/model" --arxiv-id "2301.12345"

Pattern 3: Author Portfolio Management

# Claim → Verify → Organize
python scripts/paper_manager.py claim --arxiv-id "2301.12345"
python scripts/paper_manager.py list-my-papers
python scripts/paper_manager.py toggle-visibility --arxiv-id "2301.12345" --show true

API Integration

Python Script Example:

from scripts.paper_manager import PaperManager

pm = PaperManager(hf_token="your_token")

# Index paper
pm.index_paper("2301.12345")

# Link to model
pm.link_paper(
    repo_id="username/model",
    repo_type="model",
    arxiv_id="2301.12345",
    citation="Full citation text"
)

# Check status
status = pm.check_paper("2301.12345")
print(status)

Future Enhancements

Planned features for future versions:

• Support for non-arXiv papers (conference proceedings, journals)
• Automatic citation formatting from DOI
• Paper comparison and versioning tools
• Collaborative paper writing features
• Integration with LaTeX workflows
• Automated figure and table extraction
• Paper metrics and impact tracking