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ml-paper-writing

Draft machine learning papers and verify citations for conference submissions.

21|4|Updated Mar 14, 2026
Search Tags:#academic writing#citation verification#paper drafting#ml papers#latex templates#conference submission
One-click install
npx skills add https://github.com/HaipingXu/social-science-claude-scholar --skill ml-paper-writing-haipingxu
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ml-paper-writing
Source: https://github.com/HaipingXu/social-science-claude-scholar/tree/main/skills/ml-paper-writing
Command: npx skills add https://github.com/HaipingXu/social-science-claude-scholar --skill ml-paper-writing-haipingxu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill assists in writing high-quality, publication-ready papers for top AI conferences, from initial drafting to final submission, ensuring adherence to academic standards and venue requirements.

Core Features & Use Cases

  • Drafting Assistance: Generates paper drafts from research repositories, incorporating findings and structure.
  • Literature Review: Helps discover relevant papers, verify citations, and build a strong related work section.
  • Venue Compliance: Provides templates, checklists, and guidance for specific conferences (NeurIPS, ICML, ICLR, etc.).
  • Writing Quality: Offers best practices for clarity, narrative, and precision based on leading researcher advice.

Quick Start

Use the ml-paper-writing skill to draft the introduction for a paper on transformer architectures.

Frequently Asked Questions about ml-paper-writing

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I draft a machine learning paper from an existing research repository?▼

To draft an ML paper, this skill generates publication-ready text directly from your research repository, incorporating findings and structuring sections to meet top AI conference standards.

What is the best way to find related work and verify citations for an ML paper?▼

Finding related work for an ML paper is streamlined by discovering relevant literature, building a strong related work section, and verifying citations to ensure academic accuracy and prevent hallucinated references.

Can I use LaTeX templates for NeurIPS, ICML, or ICLR conference submissions?▼

Yes, you can use LaTeX templates for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM submissions, receiving venue-specific guidance and checklists to ensure your paper meets camera-ready formatting requirements.

How do I prepare a camera-ready submission for top AI conferences?▼

Preparing a camera-ready submission for top AI conferences involves applying specific LaTeX templates, following detailed conference checklists, and ensuring adherence to exact venue compliance and academic standards.

Does this skill offer best practices for academic writing clarity and narrative?▼

Yes, this skill offers academic writing best practices for clarity, narrative, and precision, providing guidance derived from leading researcher advice to improve your ML paper drafting quality.

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