The 3rd Workshop on NLP for Languages Using Arabic Script

AbjadNLP 2027

Advancing language technologies for Arabic, Perso-Arabic and Ajami writing traditions across Africa, the Middle East and Asia.

Co-located with EACL 2027
14 March 2027 (TBC)Full-day workshop
Athens, GreeceVenue to be announced
EACL 20279–14 March 2027
About AbjadNLP

One workshop, a much wider Arabic-script world

AbjadNLP brings together researchers working on Arabic and the wider family of languages written in Arabic-derived scripts, spanning Abjad and Ajami traditions.

Following the first workshop in Abu Dhabi and the second edition at EACL 2026 in Rabat, AbjadNLP returns for its third edition in Athens. The workshop creates a common research space for languages that share script traditions but differ substantially in morphology, orthography, sociolinguistic context, resource availability and digital representation.

The workshop places particular emphasis on low-resource and under-represented languages, open resources, reproducible research, shared evaluation, and collaboration between established NLP communities and researchers working on languages that remain poorly served by current language technologies.

3rd
edition of the Workshop on NLP for Languages Using Arabic Script
71
papers published in the AbjadNLP 2026 proceedings
90+
submissions received by the 2026 edition in Rabat
4
shared tasks in the previous edition, expanding community benchmarking
Languages and writing traditions

Beyond Arabic alone

The workshop welcomes research across the linguistic and cultural breadth of Arabic-derived scripts.

العربية

Arabic

Modern Standard Arabic, Classical Arabic, regional dialects, code-switching, historical varieties and domain-specific Arabic.

فارسی · اردو

Perso-Arabic languages

Persian, Urdu, Pashto, Sorani Kurdish, Azeri, Ottoman Turkish, Sindhi, Uyghur and other languages using Arabic-derived scripts.

عجمي

Ajami traditions

Hausa, Fula, Wolofal, Swahili, Kanuri, Mandingo, Tamazight and other African languages represented through Ajami writing traditions.

Workshop history

Building an enduring research community

Topics of interest

Research across the full NLP stack

We invite original work on methods, resources, evaluation and applications for languages written in Arabic-derived scripts.

Core NLP

Morphology, tokenisation, tagging, parsing, NER, sentiment and language modelling.

LLMs & Generative AI

Multilingual LLMs, adaptation, prompting, evaluation, safety and low-resource generation.

Applications

MT, speech, OCR, handwriting recognition, QA, dialogue and social media analysis.

Resources

Corpora, lexicons, datasets, benchmarks, orthography documentation and open tools.

Fairness & Evaluation

Bias, ethics, safety, cultural awareness, robustness and responsible evaluation.

Code-switching

Dialect mixing, transliteration, script variation and multilingual interaction.

Culture & Heritage

Digital humanities, literary NLP, language preservation and historical text processing.

Domain NLP

Education, healthcare, finance, legal, government and other real-world domains.

Community NLP

Participatory data creation, grassroots collaborations and sustainable capacity building.

Multimodality

Text with image, document, audio and speech signals for Arabic-script communities.

Shared Tasks at AbjadNLP 2027

Community benchmarks for Arabic-script NLP

The shared-task programme encourages comparable evaluation, reusable datasets and deeper collaboration across Arabic and other Abjad languages.

Shared Task 01

AbjadGenEval

AI-generated text detection for languages using Arabic script, supporting research on content authenticity and robust machine-generated text detection.

Shared-task site
Organisers: Saad Ezzini, Shadi Abudalfa, Ahmad Abdelali, Mo El-Haj, Sina Ahmadi, Nadir Durrani, Hassan Sajjad and Farah Adeeba.
Shared Task 02

AbjadStyleTransfer

Authorship style transfer, transforming formal input text into the style of a specified author while preserving the underlying meaning.

Shared-task site
Organisers: Saad Ezzini, Shadi Abudalfa, Ahmad Abdelali, Mo El-Haj, Sina Ahmadi, Nadir Durrani, Hassan Sajjad and Farah Adeeba.
Shared Task 03

AbjadAuthorID

Multiclass authorship identification across diverse genres and periods, focusing on attribution for Arabic-script literary and textual traditions.

Shared-task site
Organisers: Saad Ezzini, Shadi Abudalfa, Ahmad Abdelali, Mo El-Haj, Sina Ahmadi, Nadir Durrani, Hassan Sajjad and Farah Adeeba.
Shared Task 04

Arabic Medical Text Classification

A collaborative challenge on multiclass classification of Arabic medical text, supporting domain-specific Arabic NLP and healthcare-oriented evaluation.

Shared-task site
Organisers: Pranav Gupta, Niranjan Kumar M, Balaji Nagarajan, Imed Zitouni and Mo El-Haj.
Keynote

Keynote speaker

Keynote announcement coming soon

The AbjadNLP 2027 keynote speaker and talk details will be announced here once confirmed.

Call for Papers

Submission and publication

AbjadNLP 2027 will follow EACL 2027 standards for formatting, peer review and ethical guidelines.

Submission guidelines

Submissions must be anonymised for double-blind review and use the official ACL style files. Authors may submit directly to the workshop or commit eligible pre-reviewed work through ACL Rolling Review within the workshop deadlines.

Long papersUp to 8 pages of main content, excluding references.
Short papersUp to 4 pages of main content, excluding references.
Review modelDouble-blind peer review with full anonymisation.
PublicationAccepted papers will appear in the EACL 2027 workshop proceedings on the ACL Anthology.

EACL 2027 paper guidelines    ACL style files

Submission portal: to be announced. Workshop-specific deadlines below remain provisional until formally confirmed.
People

Organising committee

AbjadNLP is organised by an international team spanning multilingual NLP, low-resource language technology, corpus linguistics, language resources and applied AI.

General Chair

Mo El-Haj
General Chair

Dr Mo El-Haj

VinUniversity, Vietnam
Lancaster University, UK

Programme Chairs

Paul Rayson
Programme Chair

Prof. Paul Rayson

Director, UCREL Research Centre
Lancaster University, UK

Publicity Chairs

Publication Chairs

Ghada Alshahrani
Publication Chair

Ms Ghada Alshahrani

Lancaster University, UK

Shared-Task Chairs

Advisory Committee

Programme Committee to be confirmed
Abdelbasset DjamaiDatategy & NAMAA Community, Algeria
Abderrahim El YessefiFST Tangier, Morocco
Abdullah I. AlharbiKing Salman Global Academy for Arabic, Saudi Arabia
Ahmed AbdelaliHamad Bin Khalifa University, Qatar
Ali Al-LaithUniversity of Copenhagen, Denmark
Alp OktemCollectivaT, Spain
Azizud DinUniversity Malaysia Sarawak, Malaysia
Balaji NagarajanLowe’s, United States
Btissam Er-RahmadiHuawei Technologies R&D, UK
Djamel MostefaSYSTRA Group, France
Doaa SamyCairo University, Egypt
Fadi ZaraketUAB, Lebanon
Mohamad BalloutUAB, Lebanon
Fatima Ez-Zahraa BazayMohammed V University in Rabat, Morocco
Haithem AfliADAPT Centre, Ireland
Hessa AlawwadImam Mohammad Ibn Saud Islamic University, Saudi Arabia
Houda AnounHassan II University of Casablanca, Morocco
Ignatius EzeaniLancaster University, UK
Imed ZitouniMeta, United States
Khloud Al JalladSyrian Society for Startups and Research
Latifa Iben NasrUniversity of Sfax, Tunisia
Manish AdawadkarNike, United States
Muhammad AdeelUniversity of Management and Technology, Pakistan
Muhammad SharjeelCOMSATS University Islamabad, Pakistan
Nadia GhezaielUniversity of Ha’il, Saudi Arabia
Najwa AlghamdiUniversity of Edinburgh, UK
Niranjan Kumar MLowe’s, United States
Noor Abo MokhMBZUAI, UAE
Paul RaysonLancaster University, UK
Pranav GuptaCisco, United States
Passant ElchafeiUlm University, Germany
Rania Azad M. San AhmedSulaimani Polytechnic University, Iraq
Raziullah KhanHCL Technologies, United States
Reham MarzoukMBZUAI, UAE
Saad EzziniKFUPM, Saudi Arabia
Sadam Al-AzaniKFUPM, Saudi Arabia
Samira EllouzeUniversity of Sfax, Tunisia
Shadi AbudalfaKFUPM, Saudi Arabia
Shervin MalmasiMacquarie University, Australia
Sina AhmadiUniversity of Zurich, Switzerland
Salim Al MandhariLancaster University, UK
Satyam RajArizona State University, United States
Serry SibaeePrince Sultan University, Saudi Arabia
Seyed Arad Ashrafi AsliMIRAS Technologies, Iran
Yamina Leyla MoussaouiC.R.S.T.D.L.A, Algeria

Diversity, inclusion and community

AbjadNLP is committed to supporting under-represented languages, researchers and communities in NLP. The workshop’s scope naturally spans substantial linguistic, cultural and regional diversity across Africa, the Middle East and Asia, and we welcome work that broadens participation, strengthens open and inclusive NLP ecosystems, and creates sustainable research capacity for low-resource and minority languages.