ml-paper-writing

Name: ml-paper-writing
Availability: InStock
Author: zhuweijian

Structure ML papers with templates and checklists for conference submissions.

13|1|Updated Apr 14, 2026

Search Tags:#academic-writing #acl #neurips #conference-checklists #icml #iclr #ml-writing

Ready to run

npx skills add https://github.com/debug-zhuweijian/ai-research-toolkit --skill ml-paper-writing-debug-zhuweijian

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ml-paper-writing
Source: https://github.com/debug-zhuweijian/ai-research-toolkit/tree/main/modules/04-writing/skills/ml-paper-writing
Command: npx skills add https://github.com/debug-zhuweijian/ai-research-toolkit --skill ml-paper-writing-debug-zhuweijian

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides structured guidance, templates, and checklists to streamline ML research paper writing, ensuring a clear narrative, well-defined contributions, and reproducibility across major conferences.

Core Features & Use Cases

Narrative framework guidance: What/Why/So What with 2-4 concrete, falsifiable contribution bullets.
Conference-ready templates: Abstracts, introductions, methods, experiments, related work, and checklists tailored for NeurIPS, ICML, ICLR, ACL, and AAAI.
Reproducibility & ethics coverage: Clear reproducibility steps, data/code notes, and an explicit ethics/broader impacts discussion.
Use Case: An author drafts a complete ML paper from abstract to references, aligning claims with results and conference guidelines.

Quick Start

Draft a concise introduction and abstract using the What/Why/So What framework.

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 an ML paper introduction that clearly defines contributions?▼

To write an ML paper introduction, use the What/Why/So What narrative framework and structure your claims around 2-4 concrete, falsifiable contribution bullets. This ensures your introduction aligns claims directly with your experimental results and narrative.

What's the best way to structure reproducibility and ethics sections for NeurIPS or ICML submissions?▼

The best way to structure reproducibility and ethics sections for NeurIPS or ICML is to follow conference-specific checklists that enforce clear reproducibility steps, data and code notes, and an explicit broader impacts discussion to meet submission guidelines.

Does this ML paper writing guidance apply to NLP conferences like ACL?▼

Yes, this ML paper writing guidance applies to ACL, providing conference-ready templates and checklists tailored for abstracts, methods, and experiments, alongside major ML venues like NeurIPS, ICML, ICLR, and AAAI.

Can I use a single template for abstracts across ICLR and AAAI?▼

You can use provided abstract templates across ICLR and AAAI, but you must apply the specific conference checklists to ensure adherence to varying requirements for narrative framing, reproducibility details, and broader impacts discussions.