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ml-paper-writing

Write publication-ready ML papers for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM with verified citations.

2|Updated Jan 10, 2026
Search Tags:#machine learning#citations#academic writing#latex#bibtex#neurips#conference paper
One-click install
npx skills add https://github.com/Shubh2310-developer/ENGUNITYCORE --skill ml-paper-writing-shubh2310-developer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ml-paper-writing
Source: https://github.com/Shubh2310-developer/ENGUNITYCORE/tree/main/.claude/skills/ml-paper-writing
Command: npx skills add https://github.com/Shubh2310-developer/ENGUNITYCORE --skill ml-paper-writing-shubh2310-developer

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve? Drafting ML conference papers is slow and error-prone: structuring a compelling narrative, meeting strict venue formatting rules, and avoiding hallucinated citations (which have a ~40% error rate when generated from memory) all demand significant effort. This Skill guides the end-to-end paper writing workflow from a research repository to a camera-ready submission. ## Core Features & Use Cases - Structured Paper Drafting: Step-by-step workflows for abstract, introduction, methods, experiments, related work, and limitations, based on writing philosophy from Neel Nanda, Sebastian Farquhar, Karpathy, Lipton, and Steinhardt. - Hallucination-Free Citations: Mandatory programmatic citation verification using Semantic Scholar, CrossRef, and arXiv APIs, with BibTeX fetched via DOI content negotiation and explicit placeholders for unverifiable references. - Conference Templates & Checklists: Official LaTeX templates for NeurIPS 2025, ICML 2026, ICLR 2026, ACL, AAAI 2026, and COLM 2025, plus venue-specific checklists, reviewer guidelines, and format conversion workflows for resubmission. - Use Case: Given a research repository with code and results, produce a complete first draft of an ICML submission with verified BibTeX references, then convert it to ICLR format after rejection while addressing reviewer concerns. ## Quick Start Ask the AI to read your research repository and draft a complete NeurIPS paper using the bundled LaTeX template, verifying every citation through the Semantic Scholar API.

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 for NeurIPS or ICML from my research code?▼

Start by exploring the repository to identify the main contribution and existing citations, then define a one-sentence contribution with the scientist. Draft sections iteratively using the 5-sentence abstract formula and structured workflows, keeping the introduction under 1.5 pages with 2-4 contribution bullets.

How do I prevent AI-hallucinated citations in my paper?▼

Never generate BibTeX from memory; fetch it programmatically via DOI content negotiation from CrossRef after verifying the paper exists in at least two sources like Semantic Scholar and arXiv. Mark unverifiable references as explicit placeholders and inform the scientist.

What LaTeX templates are included for conference submissions?▼

The skill bundles official templates for NeurIPS 2025, ICML 2026, ICLR 2026, ACL, AAAI 2026, and COLM 2025, each with style files, bibliography styles, and example documents. Copy the entire template directory and verify it compiles before editing.

How do I convert a rejected paper to a different conference format?▼

Start fresh with the target venue's template and copy only content sections, never the LaTeX preamble. Adjust for page limits, add venue-specific requirements like ICML's Broader Impact Statement or ACL's Limitations section, and address previous reviewer concerns without referencing the prior submission.

What are the page limits for major ML conferences?▼

NeurIPS 2025 allows 9 pages, ICML 2026 allows 8 pages, ICLR 2026 and COLM 2025 allow 9 pages, ACL long papers allow 8 pages, and AAAI 2026 allows 7 pages. References and appendices are unlimited at all venues, and camera-ready versions typically get one extra page.

When should I disclose LLM usage in my paper submission?▼

ICLR requires disclosure when LLMs contributed significantly to research ideation or writing such that they could be considered contributors, placed in a separate appendix section. Grammar checking and minor editing assistance do not require disclosure.

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