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Rewrite your paper for Machine Learning

Journal-aware rewriting. Submitting to Machine Learning, or retargeting after a rejection elsewhere? Scraiber rewrites your manuscript to meet Machine Learning's style, citation and formatting requirements, drawing on 7,200+ journal profiles.

Rewrite for Machine Learning for free
  1. Paste or import your draft
  2. Select Machine Learning
  3. Scraiber rewrites it to match automatically
Machine Learning
Requirements Scraiber applies 9
Length & word limits4
Abstract word limit
Keywords max
Page limit
Running title character limit
Formatting & submission5
Author contributions
Competing interests
Contributor roles
Cover letter
Title case

Preparing a submission for Machine Learning

Machine Learning sets its own submission rules: length and word limits, the required citation and reference style, figure and table formatting, and editorial policies. Scraiber tracks 9 requirements for Machine Learning and rewrites your manuscript to meet each one.

Instead of checking each rule by hand, import your draft into Scraiber, select Machine Learning, and let it rewrite your text to match: the exact word limits, reference style and structure, so your paper is submission-ready.

If the paper was rejected elsewhere, most of the work in retargeting Machine Learning is mechanical: the reference style changes, headings and sections move, word and abstract limits differ, and the declarations have to follow Machine Learning's own template. Scraiber applies those changes to the draft you already have instead of you rebuilding the manuscript by hand.

What Machine Learning specifies

These are the areas Machine Learning writes rules for. Scraiber holds the exact value behind each one and applies it to your draft.

  • Length & word limits 4 rules: abstract word limit, keywords max, page limit, running title character limit.
  • Formatting & submission 5 rules: author contributions, competing interests, contributor roles, cover letter, title case.

What Scraiber changes in your manuscript

Scraiber rewrites the parts of your draft that Machine Learning constrains: it brings sections within the required lengths, converts in-text citations and the bibliography to the required style, adjusts headings and structure, and flags the declarations Machine Learning expects. Your argument, results and voice stay yours — only what the journal dictates changes.

Frequently asked questions

What are the submission requirements for Machine Learning?
Machine Learning has 9 documented author requirements covering length limits, citation style, figures, tables and submission policies. Sign in to Scraiber to see each exact value and rewrite your manuscript to match.
Which citation style does Machine Learning use?
Scraiber tracks Machine Learning's required reference style and reformats your citations to it automatically. Open the journal in Scraiber to apply it to your document.
Can I automatically format my paper for Machine Learning?
Yes. Paste or import your draft into Scraiber, pick Machine Learning, and it rewrites your text to meet the journal's requirements: length, references, structure and more.
How do I reformat a paper rejected by another journal for Machine Learning?
Import the manuscript you already submitted elsewhere, select Machine Learning, and Scraiber rewrites it against Machine Learning's requirements: reference style, length limits, structure and declarations. You never start from a blank page.
How long does it take to prepare a manuscript for Machine Learning?
Minutes rather than an evening. The rewrite runs on your existing draft, so what disappears is the manual pass over every formatting rule.
Do I have to redo my references for Machine Learning?
No. Scraiber converts your existing citations and bibliography to the reference style Machine Learning requires, including the in-text citation format.

Official author guidelines: jmlr.org