概述

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

依賴套件

The included script uses PEP 723 inline dependencies. Prefer uv run over manual environment setup.

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

Run scripts with uv run (dependencies are resolved from the script header)
Set HF_TOKEN environment variable with Write-access token

All paths are relative to the directory containing this SKILL.md file. Before running any script, first cd to that directory or use the full path.

Method 1: Index Paper from arXiv

Add a paper to Hugging Face Paper Pages from arXiv.

Basic Usage:

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

Check If Paper Exists:

uv run 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:

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

Add to Dataset Card:

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

Add Multiple Papers:

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

With Custom Citation:

uv run 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:

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

Method 3: Claim Authorship

Verify your authorship on papers published on Hugging Face.

Start Claim Process:

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

Manual Process:

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

Check Authorship Status:

uv run 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:

uv run scripts/paper_manager.py list-my-papers

Toggle Visibility:

uv run 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:

uv run 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:

uv run 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:

uv run 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:

uv run scripts/paper_manager.py index --arxiv-id "2301.12345"

Link to Repository:

uv run 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:

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

Manage Visibility:

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

Create Research Article:

uv run 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:

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

Check Paper Status:

uv run scripts/paper_manager.py check --arxiv-id "2301.12345"

List Your Papers:

uv run scripts/paper_manager.py list-my-papers

Search Papers:

uv run 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

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


**Dataset Card Example:**
```yaml
---
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
uv run 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
uv run scripts/paper_manager.py index --arxiv-id "2301.12345"

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

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

Workflow 2: Link Existing Paper

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

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

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

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

uv run 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
hf download username/model-name README.md

# 2. Add paper link
uv run 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

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
Metadata Management
- Add YAML frontmatter to all model/dataset cards
- Include proper licensing information
- Tag with relevant task categories and domains
Authorship
- Claim authorship on papers where you're listed as author
- Use institutional email addresses for verification
- Keep paper visibility settings updated
Repository Linking
- Link papers to all relevant models, datasets, and Spaces
- Include paper context in README descriptions
- Add BibTeX citations for easy reference
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
  uv run 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
uv run scripts/paper_manager.py info \
  --arxiv-id "2301.12345" \
  --format "json"

Generate Citation:

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

Validate Links:

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

錯誤處理

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
uv run scripts/paper_manager.py create --template modern --output paper.md
# (Submit to arXiv)
uv run scripts/paper_manager.py index --arxiv-id "2301.12345"
uv run scripts/paper_manager.py link --repo-id "user/model" --arxiv-id "2301.12345"

Pattern 2: Existing Paper Discovery

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

Pattern 3: Author Portfolio Management

# Claim → Verify → Organize
uv run scripts/paper_manager.py claim --arxiv-id "2301.12345"
uv run scripts/paper_manager.py list-my-papers
uv run 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

Hugging Face 論文管理

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概述