What problem does it solve?
This Skill streamlines the process of writing publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM, by providing LaTeX templates, citation verification workflows, and paper discovery/evaluation criteria.
Core Features & Use Cases
- Paper Structure and Content: Offers templates, writing guidelines, and paper structure workflows for different sections like abstract, introduction, methods, experiments, and related work.
- Citation Management: Ensures accurate citations by verifying them programmatically with citation APIs.
- Literature Research: Helps with literature reviews and discovering relevant papers with quality assessment criteria.
- Writing Philosophy: Suggests writing principles from top ML researchers and provides guidance on narrative, structure, and style.
- Formatting and Templates: Provides LaTeX templates for major AI conferences with detailed instructions.
Quick Start
Run the command: 'ml_paper_writer initiate paper' to start writing a new ML/AI paper, following the structured workflow provided by the skill.