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LaTeX journal article template

A manuscript in the IMRaD structure most journals ask for: Introduction, Materials and Methods, Results, Discussion, and Conclusion, plus abstract and keywords. Use it to prepare a submission or a cover-letter-ready draft.

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Page 1 of the Journal Article template, compiled with pdfTeX
Page 1, compiled with pdfTeX. This is the actual output.

Who it's for

For journal submissions that follow IMRaD. Conference drafts and short notes have their own templates.

How to customize this template

  1. Check the journal's author guidelines for word and figure limits before you start.
  2. Write Materials and Methods so that someone else could reproduce the work.
  3. Keep interpretation in Discussion and keep Results factual.
  4. Pair it with the formal letter template for the submission cover letter to the editor.

When it looks right, press Download PDF. To take the .tex to Overleaf or a local TeX install, choose Export → LaTeX source.

The first lines of the source

\documentclass{article}
\usepackage{amsmath}

\title{Scaling Behavior of Sparse Attention Mechanisms in Transformer Language Models}
\author{Your Name \and Co-Author Name}
\date{\today}

\begin{document}
\maketitle

\begin{abstract}
We study how sparse attention patterns affect the scaling laws of transformer language models across model sizes from 125M to 2.7B parameters. We find that sparsity ratio interacts with model scale: larger models tolerate more aggressive sparsification with negligible loss in validation perplexity.
\end{abstract}

\textbf{Keywords:} scaling laws, sparse attention, transformer architectures, language modeling

\section{Introduction}
Scaling laws describe how model loss decreases predictably with parameters, data, and compute. Whether these laws hold when attention is sparsified remains underexplored. We train a family of models with varying sparsity ratios to characterize this interaction.
…

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