https://github.com/huggingface/paper-style-guide

https://github.com/huggingface/paper-style-guide

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• Host: GitHub
• URL: https://github.com/huggingface/paper-style-guide
• Owner: huggingface
• Created: 2021-05-17T15:38:35.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-10-18T15:12:20.000Z (almost 3 years ago)
• Last Synced: 2024-06-30T08:03:19.861Z (3 months ago)
• Size: 24.4 KB
• Stars: 72
• Watchers: 55
• Forks: 7
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

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README

        
# 🤗 Paper Style Guide

(Work in progress, send a PR!)

## Libraries to Know

* [booktabs](https://nhigham.com/2019/11/19/better-latex-tables-with-booktabs/)

* [natbib](https://es.overleaf.com/learn/latex/Bibliography_management_with_natbib)

* [cleveref](http://tug.ctan.org/tex-archive/macros/latex/contrib/cleveref/cleveref.pdf)

* Either [seaborn](https://seaborn.pydata.org/), plotly or [altair](https://altair-viz.github.io/) for graphs

* [algorithmicx](https://ctan.mirrors.hoobly.com/macros/latex/contrib/algorithmicx/algorithmicx.pdf)

## General

* When in doubt use sections -> Introduction, Background, Model, Training, Methods, Results, Discussion, Conclusion.

* Tables should always follow this [guide](https://people.inf.ethz.ch/markusp/teaching/guides/guide-tables.pdf) 

* Tables / Figures should always float. Never inline in the text.

* When using natbib, \citet is for when the citation is a noun, and \citep is for when it is at the end. 

* Captions should be short but fully self-explanatory of the columns / rows. They should not use 1st person.

* Abstracts should be 1 paragraph. When in doubt -> Context, Problem, Idea 1, Idea 2, Results. 

* Section titles should be starting-caps. 

* The goal of related work is not just to list papers, but to explicitly make claims as to how your work differs from each one.

* Figures should have a white background and large fonts. Do not screenshot! Generate a high-res, pdf output. 

* Use present tense (almost) everywhere.

* You do not need a summary paragraph at the end of your intro. 

* All empirical results must be in a table or figure. 

* Methods section should not introduce new modeling. Enumerate the tasks, baselines, hyperparameters.

* Results section should not introduce new tasks or models. Summarize the tables. 

* Any non-trivial notation should be introduced as early possible. Ideally background.

* 8 pages is an extremely hard limit. 

* Always use \`\` '' for quotes not " ". 

* Use bold sparingly. Opt for italics for new technical terms.

## Small Tips

* Turn off `\usepackage[review]{emnlp}` to `\usepackage[]{emnlp}` while editing to fix overleaf linking.

* Use `\newcommand{\todo}[1]{{\small\color{red}{\bf [*** Todo: #1]}}}` for inline comments.

## Links

* Rational Reconstruction https://web.stanford.edu/class/cs224u/readings/shieber-writing.pdf

* ICML paper blog https://icml.cc/Conferences/2002/craft.html

## Exercises

* What are the 3 contributions of the paper? 

* Do my experiments convincingly prove each of these are true?

* Can I cut anything that does not satisfy these?

* Would someone who has not read a paper in 2 years understand what is happening?