Centre of Excellence in Artificial Intelligence for Digital Humanities

Project Information

AI4DH

Grant agreement ID: 101186647

DOI

10.3030/101186647

EC signature date 4 November 2024

Start date 1 February 2025

End date 31 January 2030

Funded under

• Widening participation and spreading excellence

Total cost

No data

EU contribution

€ 2 500 000,00

Coordinated by

UNIVERZA V LJUBLJANI
Slovenia

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (6)

Advancing interdisciplinary research: The European Centre of Excellence in Artificial Intelligence for Digital Humanities (CoE AI4DH)

Author(s): Špela Arhar Holdt, Tinca Lukan, Kaja Dobrovoljc, Antoine Doucet, Simon Krek, Ajda Pretnar-Žagar, Polona Tratnik, Igor Vobič, Slavko Žitnik and Marko Robnik-Šikonja
Published in: AI in Science Summit 2025: 3.–4. November 2025, Copenhagen, Denmark, 2025
Publisher: University of Copenhagen

Evaluating Robustness of LLMs in Question Answering on Multilingual Noisy OCR Data

Author(s): Bhawna Piryani, Jamshid Mozafari, Abdelrahman Abdallah, Antoine Doucet, Adam Jatowt
Published in: Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025
Publisher: ACM
DOI: 10.1145/3746252.3761295

Improving LLMs for machine translation using synthetic preference data

Author(s): VAJDA, Dario, VREŠ, Domen, ROBNIK ŠIKONJA, Marko
Published in: Language understanding in the human machine era 2025 : proceedings of 2nd LUHME Workshop : Bologna, Italy, October 26, 2025. Porto: Universidade do Porto [etc.], 2025, 2025
Publisher: Published by UP- Universidade do Porto (https://www.up.pt) LIACC- Laboratório de Inteligência Artificial e Ciência de Computadores da Universidade do Porto CLUP- Centro de Linguística da Universidade do Porto UEF- The University of Eastern Finland UAH
DOI: 10.21747/978-989-9193-73-4/LAN2

TT-XAI: Trustworthy Clinical Text Explanations via Keyword Distillation and LLM Reasoning

Author(s): Kristian Miok, Blaz Škrlj, Daniela Zaharie, Marko Robnik Šikonja
Published in: Communications in Computer and Information Science, Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2026
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-032-19105-2_35

DELTA: A Toolkit for Measuring Linguistic Diversity in Dependency-Parsed Corpora

Author(s): Louis Estève, Kaja Dobrovoljc
Published in: Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 3: System Demonstrations), 2026
Publisher: Association for Computational Linguistics
DOI: 10.18653/V1/2026.EACL-DEMO.6

Beyond CER and WER: How Does OCR Really Impact Information Retrieval?

Author(s): Alexandre Jaud, Ahmed Hamdi, Antoine Doucet, Adam Jatowt, Mickaël Coustaty
Published in: 2025 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 2026
Publisher: IEEE
DOI: 10.1109/JCDL67857.2025.00014

Book chapters (2)

Rethinking OCR Evaluation for Information Extraction in Business Documents

Author(s): Ngoc Nhi Nguyen, Ahmed Hamdi, Antoine Doucet, Adam Jatowt, Mickaël Coustaty
Published in: Lecture Notes in Computer Science, Intelligence and Equity: Shaping the Future of Knowledge, 2025
Publisher: Springer Nature Singapore
DOI: 10.1007/978-981-95-4861-3_21

Ar-Q-Former: Historical Newspaper Article Separation Based on Multimodal Transformer Structure

Author(s): Wenjun Sun, Nancy Girdhar, Hanh Thi Hong Tran, Carlos-Emiliano González-Gallardo, Mickaël Coustaty, Antoine Doucet
Published in: Lecture Notes in Computer Science, Document Analysis and Recognition – ICDAR 2025, 2025
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-032-04624-6_28

Peer reviewed articles (10)

Uporaba strojnega učenja za napovedovanje spola na poznoantičnem grobišču Lajh v Kranju = Applying machine learning to sex prediction at the late antique cemetery Lajh in Kranj

Author(s): Pavletič, Kaja ; Pretnar Žagar, Ajda
Published in: Arheo : arheološka obvestila : glasilo Slovenskega arheološkega društva, Issue 42, 2025, ISSN 0351-5958
Publisher: SAD Slovensko Arheološko društvo
DOI: 10.5281/ZENODO.17897796

Carniolan Provincial Assembly

Author(s): Ajda Pretnar Žagar, Kristina Pahor de Maiti Tekavčič
Published in: Digital Humanities in the Nordic and Baltic Countries Publications, Issue 8, 2026, ISSN 2704-1441
Publisher: University of Oslo Library
DOI: 10.5617/DHNBPUB.13202

Extreme Multi-Label Text Classification for Less-Represented Languages and Low-Resource Environments: Advances and Lessons Learned

Author(s): Nikola Ivačič, Blaž Škrlj, Boshko Koloski, Senja Pollak, Nada Lavrač, Matthew Purver
Published in: Machine Learning and Knowledge Extraction, Issue 7, 2025, ISSN 2504-4990
Publisher: MDPI AG
DOI: 10.3390/MAKE7040142

Retrieval-augmented code completion for local projects using large language models

Author(s): Marko Hostnik, Marko Robnik-Šikonja
Published in: Expert Systems with Applications, Issue 292, 2025, ISSN 0957-4174
Publisher: Elsevier BV
DOI: 10.1016/J.ESWA.2025.128596

Recent Advances in Automatic Term Extraction: A Comprehensive Survey

Author(s): Hanh Thi Hong Tran, Matej Martinc, Jaya Caporusso, Julien Delaunay, Antoine Doucet, Senja Pollak
Published in: ACM Computing Surveys, Issue 58, 2026, ISSN 0360-0300
Publisher: Association for Computing Machinery (ACM)
DOI: 10.1145/3787584

Računalniška analiza slovenskih zgodovinskih časopisov (1771–1914): jezikovni, tematski in državotvorni uvidi

Author(s): Ajda Pretnar Žagar
Published in: Contributions to Contemporary History, Issue 65, 2025, ISSN 2463-7807
Publisher: Institut za novejso zgodovino
DOI: 10.51663/PNZ.65.3.02

Retrieval-augmented code completion for local projects using large language models

Author(s): Marko Hostnik, Marko Robnik-Šikonja
Published in: Expert Systems with Applications, Issue 292, 2025, ISSN 0957-4174
Publisher: Elsevier BV
DOI: 10.1016/J.ESWA.2025.128596

Mono- and cross-lingual evaluation of representation language models on less-resourced languages

Author(s): Matej Ulčar, Aleš Žagar, Carlos S. Armendariz, Andraž Repar, Senja Pollak, Matthew Purver, Marko Robnik-Šikonja
Published in: Computer Speech & Language, Issue 95, 2025, ISSN 0885-2308
Publisher: Elsevier BV
DOI: 10.1016/J.CSL.2025.101852

Grammatical error correction of Slovenian school essays using large language models

Author(s): Matej Klemen, Martin Božič, Špela Arhar Holdt, Marko Robnik-Šikonja
Published in: Sodobna pedagogika, Issue 76, 2025, ISSN 0038-0474
Publisher: Zveza društev pedagoških delavcev Slovenije
DOI: 10.63384/SPTB53Z793A

Assessing Sentiments Towards Artificial Intelligence in the Croatian Media Using the ChatGPT Artificial Intelligence Tool

Author(s): Ivana Erceg Matijašević, Martina Baričević Debelec, Ljerka Luić
Published in: Medijska istraživanja, Issue 30, 2024, ISSN 1846-6605
Publisher: Media Research
DOI: 10.22572/MI.30.2.1

Other (2)

SyntaxFest 2025: 5 Events for 1 Fest of Empirical Syntax

Published in: 2025
Publisher: Založba Univerze v Ljubljani (University of Ljubljana Press)
DOI: 10.4312/9789612976361

Cultural Memory from Antagonism to Deliberation in (Social) Media: AI Approach

Author(s): Horvat, Marjan; Koražija, Jure; Babnik, Jan; Skvorc, Tadej; Robnik-Šikonja, Marko

Monographic books (1)

SyntaxFest 2025: 5 Events for 1 Fest of Empirical Syntax.

Author(s): Dobrovoljc Kaja, Terčon Luka
Published in: 2025, ISBN 978-961-297-636-1
Publisher: Založba Univerze v Ljubljani.
DOI: 10.4312/9789612976361