Research Paper Writing — Write ML papers for NeurIPS/ICML/ICLR: design→submit
Research Paper Writing — Write ML papers for NeurIPS/ICML/ICLR: design→submit
Start with meaning, then move to detail.
This lesson explains Research Paper Writing — Write ML papers for NeurIPS/ICML/ICLR: design→submit as part of getting started with Hermes correctly. You will learn what it does, when it matters, and the smallest safe test that proves it works.
If you are new, do not memorize names. Focus on three questions: what problem does this solve, what access does it need, and how can you verify the result?
For practice, inspect the first example, identify its effects, run it on test data, and compare the result with the source claim.
For advanced readers, inspect Skill metadata, Reference: full SKILL.md, When To Use This Skill, then verify failure modes and version compatibility.
No prior experience is required; follow the steps on a safe test setup first.
A clear outcome before you read.
- Understand Research Paper Writing — Write ML papers for NeurIPS/ICML/ICLR: design→submit without assumed prior knowledge.
- Separate the source description from what still needs testing in your environment.
- Read the first command and identify its inputs and outputs before copying it.
Short definitions before the details.
- Skill
- An instruction bundle that teaches Hermes a repeatable workflow without necessarily adding an external service.
Write ML papers for NeurIPS/ICML/ICLR: design→submit
What does the source say, and in what order?
- 01Skill metadata
Start here to understand the core idea or structure.
- 02Reference: full SKILL.md
Read this after the foundation, then connect it to the previous step.
- 03When To Use This Skill
Read this after the foundation, then connect it to the previous step.
- 04Core Philosophy
Read this after the foundation, then connect it to the previous step.
- 05Proactivity and Collaboration
Read this after the foundation, then connect it to the previous step.
- 06Phase 0: Project Setup
Read this after the foundation, then connect it to the previous step.
- 07Step 0.1: Explore the Repository
Read this after the foundation, then connect it to the previous step.
- 08Step 0.2: Organize the Workspace
Read this after the foundation, then connect it to the previous step.
- 09Step 0.3: Set Up Version Control
Read this after the foundation, then connect it to the previous step.
- 10Step 0.4: Identify the Contribution
Finish here to verify the result and special cases.
Copy only after you understand the effect.
┌─────────────────────────────────────────────────────────────┐
│ RESEARCH PAPER PIPELINE │
│ │
│ Phase 0: Project Setup ──► Phase 1: Literature Review │
│ │ │ │
│ ▼ ▼ │
│ Phase 2: Experiment Phase 5: Paper Drafting ◄──┐ │
│ Design │ │ │
│ │ ▼ │ │
│ ▼ # Understand project structure
ls -la
find . -name "*.py" | head -30
find . -name "*.md" -o -name "*.txt" | xargs grep -l -i "result\|conclusion\|finding"workspace/
paper/ # LaTeX source, figures, compiled PDFs
experiments/ # Experiment runner scripts
code/ # Core method implementation
results/ # Raw experiment results (auto-generated)
tasks/ # Task/benchmark definitions
human_eval/ # Human evaluation materials (if needed)Read the first command and identify its inputs and outputs before copying it.
Match every command to your installed Hermes version, review the files and accounts it can reach, and use non-sensitive data for the first test. If this explanation differs from the source, the official source wins.