NLP4DH 2026

The 6th International Conference on Natural Language Processing for the Digital Humanities (NLP4DH 2026) will be organized together with ACL 2026. The proceedings of the conference will be published in the ACL anthology. The conference will take place in San Diego, USA on July 4, 2026.

Accepted Papers

Schedule

Previous NLP4DH

Paper submission

We solicit original and unpublished work related to digital humanities and natural language processing (NLP4DH). Short papers can be up to 4 pages in length and long papers up to 8 pages. Both submission formats can have an unlimited number of pages for references. All submissions must follow the ACL stylesheet (Overleaf template).

The submissions must be anonymous and they will be peer-reviewed by our program committee. The peer review is double blind.

Papers must be submitted using OpenReview by the submission deadline. At least one of the authors of an accepted paper must attend the event to present the paper. NAACL 2025 is in charge of collecting registration fees.

We also accept papers already reviewed in the ACL Rolling Review (ARR) that have not been committed to another venue. A paper that already has reviews through ARR may not be submitted for direct review to NLP4DH, but must use the ARR submission track and provide the URL to the OpenReview forum of the ARR submission (https://openreview.net/forum?id=XXXXXXXXXXX).

Accepted papers (short and long) will be published in the proceedings that will appear in the ACL Anthology. Accepted papers will also be given an additional page to address the reviewers’ comments. The length of a camera ready submission can then be 5 pages for a short paper and 9 for a long paper with an unlimited number of pages for references.

The authors of the accepted papers will be invited to submit an extended version of their paper to a special issue in the Journal of Data Mining & Digital Humanities.

Lightning talk submission

You may also contribute to the event by submitting a lightning talk. Lightning talks are submitted as 750-word abstracts using Google Forms. Lightning talks are suited for discussing ideas or presenting work in progress. The lightning proceedings will be published on Zenodo. NAACL 2025 is in charge of collecting registration fees.

Important dates

• Direct paper submission (long and short): February 23, 2025
• ARR commitment submission: February 23, 2025
• Notification of acceptance: March 10, 2025
• Camera ready deadline: March 23, 2025
• Conference: May 3-4, 2025

All times are Anywhere on Earth (AoE).

If you have any questions, you can email mika.hamalainen@metropolia.fi

Main Track

The focus of the conference is on applying natural language processing techniques to digital humanities research. The topics can be anything of digital humanities interest with a natural language processing or generation aspect.

A list of suitable topics includes but is not limited to:

• Applying techniques from mechanistic interpretability for DH purposes.
• Generating or appraising human-written narratives with LLMs and other NLP systems.
• Assessing cultural bias in model output and behaviour, especially in a multilingual setting.
• Data provenance, including examining pre- and post-training sets.
• NLP for cultural heritage collections and research connected to galleries, libraries, archives and museums.
• OCR, including automatic error detection and cleaning of textual data.

Special Track: Reinterpreting NLP

We seek works that critically inspect LLM training set characteristics, creatively adapt techniques from mechanistic interpretability for humanities purposes, and bolster NLP techniques with humanities-centric intuition. We seek DH for NLP. This includes topics such as:

• Critical methods for interpreting LLM behaviour
• Studies contextualizing NLP techniques, including LLMs, use in different social contexts
• Humanities-inspired pre-training and post-training
• Recovering useful latent structures from pre-trained LLM
• Philosophical considerations of NLP techniques, including LLMs
• And more.

Paper submission

We solicit original and unpublished work related to digital humanities and natural language processing (NLP4DH). Short papers can be up to 4 pages in length and long papers up to 8 pages. Both submission formats can have an unlimited number of pages for references. All submissions must follow the ACL stylesheet (Overleaf template).

The submissions must be anonymous and they will be peer-reviewed by our program committee. The peer review is double blind.

Papers must be submitted using OpenReview by the submission deadline. ACL 2026 is in charge of collecting registration fees. Remote participation will be allowed.

We also accept papers already reviewed in the ACL Rolling Review (ARR) that have not been committed to another venue. A paper that already has reviews through ARR may not be submitted for direct review to NLP4DH, but must use the ARR submission track and provide the URL to the OpenReview forum of the ARR submission (https://openreview.net/group?id=NLP4DH.com/2026/Conference).

Accepted papers (short and long) will be published in the proceedings that will appear in the ACL Anthology. Accepted papers will also be given an additional page to address the reviewers’ comments. The length of a camera ready submission can then be 5 pages for a short paper and 9 for a long paper with an unlimited number of pages for references.

The authors of the accepted papers will be invited to submit an extended version of their paper to a special issue in the Journal

Important dates

• Direct paper submission (long and short): March 5, 2026
• Extended! Direct paper submission (long and short): March 13, 2026
• ARR commitment submission: March 24, 2026
• Notification of acceptance: May 6, 2026
• Camera ready deadline: May 8, 2026
• Conference: July 4, 2026

All times are Anywhere on Earth (AoE).

If you have any questions, you can email Sil Hamilton at srh255@cornell.edu.

Invited Speakers

Sophie Hao

Boston University

Luca Soldaini

AI2

Organizers

Sil Hamilton

Cornell University

Emily Öhman

Waseda University

Rebecca M. M. Hicke

Cornell University

Yuri Bizzoni

Aarhus University

Axel Bax

Cornell University

Jacob A. Matthews

Cornell University

Mika Hämäläinen

Metropolia University of Applied Sciences

Program Committee

Hale Sirin, Johns Hopkins University

Thibault Clérice, INRIA Paris - Almanach

Noémi Ligeti-Nagy, Hungarian Research Centre for Linguistics

Anna Dmitrieva, University of Helsinki

Frederik Arnold, Humboldt Universität Berlin

Dongqi Liu, Universität des Saarlandes

Won Ik Cho, Samsung Advanced Institute of Technology

Konstantin Schulz, Humboldt Universität Berlin

Aynat Rubinstein, Hebrew University of Jerusalem

Alejandro Sierra Múnera, Hasso Plattner Institute

Tim Fischer, University of Hamburg

Shu Okabe, Technische Universität München

Ronja Laarmann-Quante, Ruhr-Universtät Bochum

Yoshifumi Kawasaki, The University of Tokyo

Klara Venglarova, Universität Graz

Youngsook Song, Sionic AI

Joshua Wilbur, University of Tartu

Keito Inoshita, Shiga University

Kenichi Iwatsuki, Mirai Translate

Piper Vasicek, Brigham Young University

Mohammed Attia, Google

Laura Manrique-Gómez, Universidad de Los Andes

Craig Messner, Johns Hopkins University

Abhai Pratap Singh, Carnegie Mellon University

Balázs Indig, Eötvös Lorand University

Anton Eklund, Umeå University

Jouni Tuominen, University of Helsinki

Jesse Roberts, Tennessee Technological University

Nikita Neveditsin, St. Mary’s University

William Thorne, University of Sheffield

Lev Kharlashkin, Metropolia University of Applied Sciences

Jonne Sälevä, Brandeis University

Gleb Schmidt, Radboud University

Erik Henriksson, University of Turku

Amanda Myntti, University of Turku

Erkki Mervaala, University of Helsinki

Jay Park, Nanyang Technological University

Lama Alqazlan, University of Warwick

Pascale Moreira, Aarhus University

Enrique Manjavacas, Arevalo University of Leiden

Chahan Vidal-Gorène, École Nationale des Chartes

Lucija Krusic, Karl-Franzens-Universität Graz

Lidia Pivovarova, University of Helsinki

Iana Atanassova, University of Franche-Comté

Sebastian Oliver Eck, University of Oxford

Shuo Zhang, Bose Corporation

Tomasz Walkowiak, Wroclaw University of Science and Technology

Elissa Nakajima, Wickham Waseda University

Nicolas Gutehrlé, University Bourgogne Franche-Comté

Hanna-Mari Kupari, University of Turku

Sourav Das, Indian Institute of Information Technology Kalyani

Antti Kanner, University of Helsinki

Julie-Anne Meaney, University of Edinburgh

Eetu Mäkelä, University of Helsinki

Fotini Koidaki, University of Crete

Yuzuki Tsukagoshi, University of Tokyo

Quanqi Du, Ghent University

Hugo Gonçalo Oliveira, Universidade de Coimbra

Maciej Kurzynski, Lingnan University

Xinmeng Hou, Columbia University

Sijia Ge, University of Cincinnati

Mary Ogbuka Kenneth, Imperial College London

Mina Rajaei Moghadam, Northern Illinois University

Quan Duong, University of Helsinki

Mohamed Hannani, Universität Siegen

Pascale Feldkamp, Aarhus University

Eiaki Morooka, Metropolia University of Applied Sciences

Jahnavi Anilkumar Kachhia, Facebook

Rynaa Grover, Google

Milavkumar Sha, IEEE

Pratik Aher, Meta

Kunal Chhabaria, Walmart Connect

Elena Klyachko, HSE University

Yulia Badryzlova, Higher School of Economics

Mariia Fedorova, University of Oslo

Kiara Liu, Cornell University

Sophie Wu, McGill University

Aatu Liimatta, University of Helsinki

Jaihyun Park, Indiana University Indianapolis