ml-paper-writing

Guide ML/AI paper writing with LaTeX templates and citation verification.

20|25|Updated May 30, 2026
One-click install
npx skills add https://github.com/OpenCoven/coven-cave --skill ml-paper-writing-opencoven
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ml-paper-writing
Source: https://github.com/OpenCoven/coven-cave/tree/main/marketplace/craft-sources/scribes-quill/ml-paper-writing
Command: npx skills add https://github.com/OpenCoven/coven-cave --skill ml-paper-writing-opencoven

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires semanticscholar, requests, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill provides expert-level guidance for writing publication-ready ML/AI papers, addressing the challenges of drafting, structuring, and formatting papers for top conferences.

Core Features & Use Cases

  • Writing Philosophy: Synthesizes writing principles from leading ML researchers.
  • Citation Verification: Ensures accuracy of citations using AI and manual verification.
  • LaTeX Templates: Offers templates for major ML/AI conferences.
  • Paper Checklists: Provides checklists for conference-specific requirements.
  • Use Case: Ideal for researchers preparing papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, ensuring high-quality submissions.

Quick Start

Use the 'ml-paper-writing' skill to generate a LaTeX template for an ICML 2026 paper on "attention mechanism transformers" and automatically verify the citation for the paper "Attention Is All You Need".

Frequently Asked Questions about ml-paper-writing

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

FAQPage Schema
How do I format an ML paper for conference submission to NeurIPS or ICML?

To format an ML paper for conference submission, this Skill provides structured LaTeX templates and paper checklists tailored for major conferences like NeurIPS, ICML, ICLR, and ACL. It guides you through formatting requirements to ensure your submission is publication-ready.

Can I automatically verify citations for my AI research paper?

Yes, you can automatically verify citations for your AI research paper using the Semantic Scholar API. This Skill checks the accuracy of your references through a combination of AI and manual verification processes to prevent citation errors before submission.

Do I need Python and Semantic Scholar API access to use this paper writing guidance?

Yes, you need Python and Semantic Scholar API access to use this paper writing guidance. These dependencies are required to run the citation verification scripts and access the structured templates and checklists for conferences like AAAI and COLM.

What is the best way to structure an AI paper for publication?

The best way to structure an AI paper for publication is by following writing principles synthesized from leading ML researchers. This Skill offers expert-level guidance, providing structured templates and paper checklists to help you draft and organize high-quality research papers.

How do I generate a LaTeX template for a specific ML conference?

To generate a LaTeX template for a specific ML conference, use this Skill to specify your target venue and research topic. It will output a structured template matching the formatting requirements of conferences like ICML or ICLR, ready for your content.

Are there limitations when using automated citation verification for ML paper writing?

Automated citation verification for ML paper writing relies on the Semantic Scholar API, meaning accuracy depends on the database's coverage. While it prevents common reference errors, you should still perform manual checks to ensure citations perfectly match conference submission standards.

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