ML Paper Writing
Domain-specific paper writing for machine learning venues.
ML Paper Conventions
- Abstract — Task, approach, key result in 200 words
- Method — Architecture diagrams, loss functions, training details
- Experiments — Datasets, baselines, ablation studies, error bars
- Results — Tables with SOTA comparison, significance tests
- Reproducibility — Code, hyperparameters, random seeds, hardware specs
Supported Venues
ICLR, NeurIPS, ICML, CVPR, ACL, EMNLP, AAAI, IJCAI, and major workshops.
LaTeX Automation
Generates properly formatted tables from experiment logs,
creates architecture diagrams from model configs, and ensures
venue-specific template compliance.
Dependencies
- Takes experiment results as structured input (JSON/YAML)
- Uses
scientific-writing for language polish
- Works with
inno-reference-audit for citation verification
Source: luxe170/GOS — distributed by TomeVault.
1---2name: luxe170-gos-ml-paper-writing3description: ML Paper Writing4---5# ML Paper Writing67Domain-specific paper writing for machine learning venues.89## ML Paper Conventions1011- **Abstract** — Task, approach, key result in 200 words12- **Method** — Architecture diagrams, loss functions, training details13- **Experiments** — Datasets, baselines, ablation studies, error bars14- **Results** — Tables with SOTA comparison, significance tests15- **Reproducibility** — Code, hyperparameters, random seeds, hardware specs1617## Supported Venues1819ICLR, NeurIPS, ICML, CVPR, ACL, EMNLP, AAAI, IJCAI, and major workshops.2021## LaTeX Automation2223Generates properly formatted tables from experiment logs,24creates architecture diagrams from model configs, and ensures25venue-specific template compliance.2627## Dependencies2829- Takes experiment results as structured input (JSON/YAML)30- Uses `scientific-writing` for language polish31- Works with `inno-reference-audit` for citation verification3233---34> Source: [luxe170/GOS](https://github.com/luxe170/GOS) — distributed by [TomeVault](https://tomevault.io).35<!-- tomevault:4.0:skill_md:2026-06-16 -->
tomevault-io