JAIR invites submissions in all areas of AI. Articles published in JAIR must meet the highest quality standards as measured by originality and significance of the contribution. The journal publishes full-length original articles, research notes, survey articles, and special tracks. Research notes are very brief papers that extend or evaluate previous work. Survey articles are tutorials or literature reviews that contribute an analysis or perspective that advances our understanding of the subject matter. Special tracks are collections of articles on a specific subject edited by guest editors. All articles must conform to the standards outlined in JAIR's editorial charter.
Please note that predatory journals and scammers occasionally try to masquerade as JAIR, and they charge fees for access and/or publication. However, JAIR is a community-run enterprise that is managed by AI researchers, and we do not charge any publication fees to authors, nor do we charge readers for access. We are funded solely by grants/donations to AI Access Foundation.
Submission requirements
We strongly encourage authors to be concise.
Because of JAIR’s quick turnaround time, authors may be tempted to "test the waters" with papers that are less than they might be. Authors should submit only papers that have been carefully proofread and polished. Papers that are clearly unacceptable will be returned by the editor without being reviewed.
All claims should be clearly articulated and supported either by empirical experiments or theoretical analyses. When appropriate, authors are encouraged to implement their work and to demonstrate its utility on significant problems; any experiments reported should be reproducible. Papers describing systems should clearly describe the contributions or the principles underlying the system. Papers describing theoretical results should also discuss their practical utility. In general, it should be clear how the work advances the current state of understanding and why the advance matters. Papers should report on what was learned in doing the work, rather than merely on what was done.
Authors must clearly acknowledge the contributions of their predecessors. If a paper introduces new terminology or techniques, it should also explain why current terminology or techniques are insufficient.
Submissions must be original. The work cannot have been published previously or be pending publication in another journal, nor can it be under review or be sent for review in any other forum. Violation of this policy will result in rejection of the submission and a six-month ban on further submissions to JAIR. Submissions to JAIR can, however, contain material published in one or more conference papers. In this case, the JAIR submission should contain additional, unpublished, information, and provide a more complete presentation of the work. Needless to say, it should be different enough from the original conference paper also to avoid copyright infringement issues. The journal format affords you the opportunity to include additional significant information such as new experiments, proofs, results or analysis that did not fit before and to incorporate additional background information or discussion. Authors submitting a paper that extends a paper previously published at a conference or accepted but not yet published at a conference must notify the editor at the time of submission to JAIR.
Published articles may be accompanied by online appendices containing data, demonstrations, instructions for obtaining source code, or the source code itself (if appropriate). We strongly encourage authors to include such appendices along with their articles. (Note: if an online appendix contains source code, we will require you to sign a release form prior to publication freeing us from liability.) Online appendices are not included in the review process.
Submissions that use color are welcome, but all figures should be understandable by readers viewing or printing via monochrome devices. We cannot guarantee that referees will review the color version of your work.
Policy on AI tools: Authors are fully responsible for the originality, accuracy, and integrity of all submitted content. While artificial intelligence tools, including large language models, may be used to assist in various aspects of research—such as editing, refining language, generating ideas, or analyzing data—the core contributions of a paper must come from the authors. AI systems do not meet the criteria for authorship and cannot be credited as authors or cited as independent sources. Any use of AI in the paper, the references, or in its associated metadata should be carefully reviewed to ensure accuracy, proper attribution, and compliance with ethical and scholarly standards.
Structured Abstracts and Reproducibility Checklist
As part of its ambitious initiative to enhance reproducibility, JAIR has introduced structured abstracts and reproducibility checklists. The reproducibility checklist ensures authors systematically provide all necessary details for replicating their work, from methodological clarity to data documentation while structured abstracts standardize how key elements of research—objectives, methods, and findings—are presented, improving accessibility for readers.
All authors submitting articles to JAIR must fill out the reproducibility checklist that is appended at the end of the JAIR Latex template. The reproducibility checklist should be filled out in the Latex source and compiled to PDF and submitted as one of the appendices. Submissions without a completed reproducibility checklist will be desk rejected. (The checklist will only be used in the reviewing process, and does not need to be included in the final version once the paper has been accepted for publication.)
All authors are encouraged to use structured abstracts in the form provided in the JAIR Latex template. Structured abstracts are not mandatory but are encouraged to increase accessibility for readers. More details can be found in the editorial “Improving Reproducibility in AI Research: Four Mechanisms Adopted by JAIR” [LINK: https://jair.org/index.php/jair/article/view/16905].
Submission procedure
To submit a paper to JAIR, first register for an account (https://jair.org/index.php/jair/user/register), and then please submit the paper online here (or https://jair.org/index.php/jair/submission/wizard). You will be asked for the basic information about the paper (title, authors, contact information, abstract, etc.). You will also be asked to confirm several declarations about your understanding of the submission requirements. The last item in the form contains 3 survey questions. Replying to these questions is a mandatory part of the submission procedure, and your submission cannot be processed without these answers. The online form also explains how to transfer your PDF file to us. There is no charge to submit a paper, nor are there any publication fees once an article is accepted.
Although we have no strict threshold requirement, we recommend that authors attempt to minimize the size of submitted files. Very large files (more than 15 megabytes) still present a problem for some mailers and printers. Submitted papers should also conform with the formatting requirements described below.
JAIR seeks to acknowledge receipt of submissions within three business days. If you do not receive such a confirmation message, please let the editorial office know by sending a message to editors@jair.org.
Once a paper is accepted, authorship cannot be changed without explicit permission from the Editors-in-Chief. There is no such requirement for resubmissions of papers that have not been accepted.
The Reviewing Process
To promote rapid publication of research results, articles sent to JAIR will be reviewed and a decision returned to the authors in approximately 8-12 weeks. If an article is longer than usual, or is submitted during the reviewing period or occurrence of a major conference, we may require more time for the review. JAIR publishes, on a regular basis, detailed metrics on its submission handling process, including empirical likelihoods for all evaluation outcomes and average times for reaching these outcomes. This transparent publishing approach is intended to provide useful information to prospective authors and valuable calibration to the editorial team and to reviewers.
Reviewers are instructed to make recommendations to accept, accept with minor revisions, reject with resubmission encouraged, or reject. If a paper requires substantial revisions, it will not be accepted. In this case, the editor may recommend that the author submit a revised version, but there is no guarantee it will be reviewed by the same referees, or that it will eventually be published. A paper may be revised and resubmitted at most once. To avoid misunderstandings about interpretation of reviewer and editor recommendations, we encourage authors to contact the editor prior to resubmission with any salient questions.
If a paper is accepted, the editor and reviewers may require minor revisions. The author should return the revised paper as soon as possible. Normally, authors will have up to two months to accomplish their revisions. Upon receiving a revised paper, the editor may ask the reviewers to re-review the revised paper. Electronic publication will occur immediately upon receipt of the final version of an accepted article.
Reviewer Anonymity and Confidentiality
All persons involved in the reviewing process are requested to treat submissions in strict confidence. Maintaining the confidentiality of submissions and the anonymity of reviewers is crucial to JAIR's peer review process. The best quality reviews are obtained when the reviewers can comment candidly, knowing that their comments will only be disclosed to those directly involved in the decision-making process. It is the policy of JAIR therefore that reviewers, editors, and administrators keep the identities of all reviewers hidden from authors, other reviewers, and other editors who are not handling the paper. As a courtesy to reviewers, once all the reviews have been received, the editor handling the paper generally sends all the anonymous reviews to all the reviewers. This is done after all identifying information is removed. If further discussion between the editor and the reviewers ensues, reviewers must be identified by their IDs rather than their names. Under some circumstances, it may be necessary or beneficial to divulge the identities of the reviewers to the other reviewers of the same manuscript. This will only be done after consent is obtained from all affected reviewers.
Resubmissions
As explained earlier, if a paper requires substantial revisions, the editor may reject the paper and recommend that the author submit a revised version. However, JAIR papers may only be resubmitted once.
When sending JAIR a resubmission, authors should NOT send the paper directly back to the editor; instead, they should use JAIR’s regular procedure for sending us a submission. This enables JAIR’s administrative staff to track the paper. The online form provides a mechanism whereby the author can identify the paper as a resubmission. The paper will be forwarded to an appropriate editor (normally the original editor) by JAIR’s staff.
As stated above, authors should submit a PDF file for review. The submitted article must adhere to the JAIR publication format. If the paper is accepted, authors will be asked to fix any minor formatting issues prior to publication (as described below). Submissions that do not use the JAIR format (e.g., a conference format) will be rejected without review.
Authors are responsible for formatting their papers for publication, in PDF, according to the JAIR guidelines. JAIR’s editorial staff will provide guidance in the final preparation, but the primary responsibility for proper formatting lies with the author.
The JAIR Instructions for Final Preparation: Authors Guide contains instructions that the authors should follow when preparing their paper for publication, as well as a checklist. Please pay close attention to these instructions. The guide includes detailed formatting instructions and describes how to access JAIR's LaTex Style template and a sample file.
All JAIR articles are open access. As described in the Instructions for Final Preparation: Authors Guide, each paper must include a copyright notice referencing the Creative Commons CC BY license.
Authors may submit their JAIR papers to arXiv and similar services, but should ensure that the archived version has the proper metadata for their JAIR publication, including the JAIR volume number, pages, and DOI. Authors are also encouraged to add links to the article and the JAIR site to their personal web pages.
After publication
Authors may publish "forward pointers" to subsequent articles on the same topic by contacting the managing editor.
