ml-paper-writing

Draft machine learning conference papers with LaTeX templates and API-verified citations.

11.5k|842|Updated Nov 3, 2025
One-click install
npx skills add https://github.com/Orchestra-Research/AI-Research-SKILLs --skill ml-paper-writing-orchestra-research
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ml-paper-writing
Source: https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/main/20-ml-paper-writing
Command: npx skills add https://github.com/Orchestra-Research/AI-Research-SKILLs --skill ml-paper-writing-orchestra-research

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the process of writing high-quality, publication-ready papers for top AI and Systems conferences, from initial drafting to final submission.

Core Features & Use Cases

  • Drafting Assistance: Generates complete paper drafts from research repositories, following established writing philosophies.
  • Citation Management: Programmatically searches, verifies, and formats citations to prevent hallucinations.
  • Conference Formatting: Applies correct LaTeX templates and adheres to specific venue requirements (NeurIPS, ICML, OSDI, etc.).
  • Use Case: You have a research repository with code and results. Use this Skill to get a first draft of a NeurIPS paper, including correctly formatted citations and LaTeX structure.

Quick Start

Use the ml-paper-writing skill to draft an introduction for a paper based on the provided research repository.

Frequently Asked Questions about ml-paper-writing

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

FAQPage Schema
How do I write a publication-ready ML paper from my research repository?

To write a publication-ready ML paper, this Skill generates complete drafts from your research repository using LaTeX templates and established writing philosophies, including structured arguments and verified citations.

Can I automatically verify citations and prevent hallucinations in academic writing?

Yes, you can prevent citation hallucinations in academic writing by using this Skill to programmatically search, verify, and format citations via APIs like Semantic Scholar, arXiv, and Crossref through the habanero library.

Does this Skill support LaTeX formatting for NeurIPS, ICML, and OSDI conference submissions?

Yes, this Skill supports LaTeX formatting for conference submissions by applying correct venue-specific templates and requirements for NeurIPS, ICML, ICLR, ACL, OSDI, NSDI, ASPLOS, and SOSP.

What dependencies do I need to automate citation management for machine learning papers?

To automate citation management for machine learning papers, you need the semanticscholar, arxiv, habanero, and requests dependencies installed to enable programmatic citation searching and verification.

How do I structure arguments and draft sections for an ICLR conference paper?

To structure arguments and draft sections for an ICLR paper, this Skill provides drafting assistance that follows established academic writing philosophies to generate logically structured paper sections from your research code and results.