NAACL 2024 invites the submission of long and short papers featuring substantial, original, and unpublished research in all aspects of Computational Linguistics and Natural Language Processing. NAACL 2024 has a goal of a diverse technical program—in addition to traditional research results, papers may contribute negative findings, survey an area, announce the creation of a new resource, argue a position, report novel linguistic insights derived using existing computational techniques, and reproduce, or fail to reproduce, previous results.

As in recent years, some of the presentations at the conference will be of papers accepted by the Transactions of the ACL (TACL) and the Computational Linguistics (CL) journals.

Paper Submission Information

Papers may be submitted to the ARR 2023 December cycle using the following link:

Papers that have received reviews and a meta-review from ARR (whether from the ARR 2023 December cycle or an earlier ARR cycle) may be committed to NAACL using the following link:

Submission Topic

NAACL 2024 aims to have a broad technical program. Relevant topics for the conference include, but are not limited to, the following areas:

  • Computational Social Science and Cultural Analytics
  • Dialogue and Interactive Systems
  • Discourse and Pragmatics
  • Efficient/Low-resource Methods for NLP
  • Ethics, Bias, and Fairness
  • Generation
  • Information Extraction
  • Information Retrieval and Text Mining
  • Interpretability and Analysis of Models for NLP
  • Linguistic theories, Cognitive Modeling and Psycholinguistics
  • Machine Learning for NLP
  • Machine Translation
  • Multilinguality and Language Diversity
  • Multimodality and Language Grounding to Vision, Robotics and Beyond
  • Phonology, Morphology and Word Segmentation
  • Question Answering
  • Resources and Evaluation
  • Semantics: Lexical
  • Semantics: Sentence-level Semantics, Textual Inference and Other areas
  • Sentiment Analysis, Stylistic Analysis, and Argument Mining
  • Speech recognition, text-to-speech and spoken language understanding
  • Summarization
  • Syntax: Tagging, Chunking and Parsing / ML
  • NLP Applications
  • Special Theme: Languages of Latin America

NAACL 2024 Theme Track: “Languages of Latin America”

This is an exciting opportunity to explore and showcase the rich linguistic diversity of the region. Please refer to the blogpost “Languages of Latin America” for a detailed description of the topic and scope. We hope to receive innovative and insightful research papers that contribute to advancing computational linguistics in Latin America.

Two Stage Review: Submission to ARR, Commitment to NAACL

NAACL 2024 will use ACL Rolling Review (ARR) as a reviewing system, but final decisions will be made by the conference. Both submissions of articles for review and commitment of reviewed articles to the conference will be performed via the Open Review platform. Specifically, authors will follow a two-step process:

  1. Authors submit articles to ARR, where submissions receive reviews and meta-reviews from ARR reviewers and action editors;
  2. Authors commit their reviewed articles to a publication venue (e.g., NAACL 2024), where Senior Area Chairs and Program Chairs make acceptance decisions from the ARR reviews and meta-reviews.

NAACL 2024 has chosen this approach in coordination with the other *ACL 2024 conferences, which are adopting the same procedure and a coordinated submission plan to allow maximum flexibility during their submission periods for the authors. At each cycle, an author must choose whether to have their paper under review at ARR, or committed to a conference. So for example, a paper submitted to ARR on 15 Dec 2023 cannot also be committed to EACL on their commitment deadline of 20 Dec 2023, but it could be either re-submitted to ARR on 15 Feb 2024 or committed to NAACL on 20 Feb 2024.

The reviewing process will continue to be double-blind. Reviewers will not see authors, nor will authors see reviewers and reviews on ARR will not be made publicly visible. However, authors will be given the option through ARR to make their anonymized submitted articles publicly visible.

Important Dates for NAACL 2024

15 Nov 2023: Anonymity period begins for submissions to ARR 2023 December

15 Dec 2023: Submission deadline for ARR 2023 December

27 Dec 2023 - 16 Jan 2024: Reviewing period for ARR 2023 December

05 Jan 2024: Notification of desk rejection for submissions to ARR 2023 December that violate policy

22 Jan 2024 - 25 Jan 2024: Author response period for ARR 2023 December

25 Jan 2024 - 29 Jan 2024: Review revision period for ARR 2023 December

15 Feb 2024: Reviews and meta-reviews released for ARR 2023 December

15 Feb 2024: Anonymity period ends for submissions to ARR 2023 December

20 Feb 2024: Commitment deadline for NAACL 2024

15 Mar 2024: Notification of acceptance for NAACL 2024

01 Apr 2024: Deadline for accepted papers to withdraw from NAACL 2024 or Findings of NAACL 2024

01 Apr 2024: Deadline for accepted papers to upload of final version for NAACL 2024 or Findings of NAACL 2024

Note: All deadlines are 11:59PM UTC-12:00 (“anywhere on Earth”).

Following the ACL and ARR policies, there is an anonymity period for submissions to ARR 2023 December but no anonymity period for commitments to NAACL 2024.

At the time of submission to ARR, authors will be asked to select a preferred venue (e.g., ACL 2024, NAACL 2024). This is used only to calculate acceptance rates. Authors who selected NAACL 2024 as a preferred venue when submitting to ARR may choose not to commit to NAACL 2024 after receiving their reviews, and authors who selected a preferred venue other than NAACL 2024 when submitting to ARR are still welcome to commit to NAACL 2024.

Paper Submission Details

Both long and short paper submissions should follow all of the ARR submission requirements, including:

Final versions of accepted papers will be given one additional page of content (up to 9 pages for long papers, up to 5 pages for short papers) to address reviewers’ comments.

Presentation at the Conference

All accepted papers must be presented at the conference to appear in the proceedings. The conference will include both in-person and virtual presentation options. At least one author of each accepted paper must register for NAACL 2024 by the early registration deadline.

Long and short papers will be presented orally or as posters as determined by the program committee. While short papers will be distinguished from long papers in the proceedings, there will be no distinction in the proceedings between papers presented orally and papers presented as posters.

Contact Information

General chair: Katrin Erk, The University of Texas at Austin

Program co-chairs

  • Kevin Duh, Johns Hopkins University
  • Helena Gómez-Adorno, Universidad Nacional Autónoma de México
  • Steven Bethard, University of Arizona

For questions related to paper submission, email: For all other questions, email: