What problem does it solve?
This Skill streamlines the process of writing publication-ready machine learning and AI papers for top conferences, addressing the challenges of structuring arguments, verifying citations, and adhering to strict formatting guidelines.
Core Features & Use Cases
- Conference-Specific Templates: Provides LaTeX templates for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM.
- Citation Verification Workflow: Emphasizes programmatic citation fetching to prevent hallucinations, integrating with APIs like Semantic Scholar and CrossRef.
- Writing Philosophy Guidance: Distills best practices from leading researchers on narrative structure, abstract writing, and clarity.
- Use Case: A researcher has a completed ML project and needs to draft a NeurIPS submission. This Skill guides them through understanding the contribution, structuring the paper, writing a compelling abstract, and ensuring all citations are verified.
Quick Start
Use the uv-ml-paper-writing skill to draft the introduction for a paper on transformer architectures.