Centre of Excellence in Artificial Intelligence for Digital Humanities

Informazioni relative al progetto

AI4DH

ID dell’accordo di sovvenzione: 101186647

DOI

10.3030/101186647

Data della firma CE 4 Novembre 2024

Data di avvio 1 Febbraio 2025

Data di completamento 31 Gennaio 2030

Finanziato da

• Widening participation and spreading excellence

Costo totale

Nessun dato

Contributo UE

€ 2 500 000,00

Coordinato da

UNIVERZA V LJUBLJANI
Slovenia

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

Conference proceedings (6)

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

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

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

Autori: Bhawna Piryani, Jamshid Mozafari, Abdelrahman Abdallah, Antoine Doucet, Adam Jatowt
Pubblicato in: Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025
Editore: ACM
DOI: 10.1145/3746252.3761295

Improving LLMs for machine translation using synthetic preference data

Autori: VAJDA, Dario, VREŠ, Domen, ROBNIK ŠIKONJA, Marko
Pubblicato 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
Editore: 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

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

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

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

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

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

Book chapters (2)

Rethinking OCR Evaluation for Information Extraction in Business Documents

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

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

Autori: Wenjun Sun, Nancy Girdhar, Hanh Thi Hong Tran, Carlos-Emiliano González-Gallardo, Mickaël Coustaty, Antoine Doucet
Pubblicato in: Lecture Notes in Computer Science, Document Analysis and Recognition – ICDAR 2025, 2025
Editore: 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

Autori: Pavletič, Kaja ; Pretnar Žagar, Ajda
Pubblicato in: Arheo : arheološka obvestila : glasilo Slovenskega arheološkega društva, Numero 42, 2025, ISSN 0351-5958
Editore: SAD Slovensko Arheološko društvo
DOI: 10.5281/ZENODO.17897796

Carniolan Provincial Assembly

Autori: Ajda Pretnar Žagar, Kristina Pahor de Maiti Tekavčič
Pubblicato in: Digital Humanities in the Nordic and Baltic Countries Publications, Numero 8, 2026, ISSN 2704-1441
Editore: 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

Autori: Nikola Ivačič, Blaž Škrlj, Boshko Koloski, Senja Pollak, Nada Lavrač, Matthew Purver
Pubblicato in: Machine Learning and Knowledge Extraction, Numero 7, 2025, ISSN 2504-4990
Editore: MDPI AG
DOI: 10.3390/MAKE7040142

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

Autori: Marko Hostnik, Marko Robnik-Šikonja
Pubblicato in: Expert Systems with Applications, Numero 292, 2025, ISSN 0957-4174
Editore: Elsevier BV
DOI: 10.1016/J.ESWA.2025.128596

Recent Advances in Automatic Term Extraction: A Comprehensive Survey

Autori: Hanh Thi Hong Tran, Matej Martinc, Jaya Caporusso, Julien Delaunay, Antoine Doucet, Senja Pollak
Pubblicato in: ACM Computing Surveys, Numero 58, 2026, ISSN 0360-0300
Editore: Association for Computing Machinery (ACM)
DOI: 10.1145/3787584

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

Autori: Ajda Pretnar Žagar
Pubblicato in: Contributions to Contemporary History, Numero 65, 2025, ISSN 2463-7807
Editore: Institut za novejso zgodovino
DOI: 10.51663/PNZ.65.3.02

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

Autori: Marko Hostnik, Marko Robnik-Šikonja
Pubblicato in: Expert Systems with Applications, Numero 292, 2025, ISSN 0957-4174
Editore: Elsevier BV
DOI: 10.1016/J.ESWA.2025.128596

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

Autori: Matej Ulčar, Aleš Žagar, Carlos S. Armendariz, Andraž Repar, Senja Pollak, Matthew Purver, Marko Robnik-Šikonja
Pubblicato in: Computer Speech & Language, Numero 95, 2025, ISSN 0885-2308
Editore: Elsevier BV
DOI: 10.1016/J.CSL.2025.101852

Grammatical error correction of Slovenian school essays using large language models

Autori: Matej Klemen, Martin Božič, Špela Arhar Holdt, Marko Robnik-Šikonja
Pubblicato in: Sodobna pedagogika, Numero 76, 2025, ISSN 0038-0474
Editore: Zveza društev pedagoških delavcev Slovenije
DOI: 10.63384/SPTB53Z793A

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

Autori: Ivana Erceg Matijašević, Martina Baričević Debelec, Ljerka Luić
Pubblicato in: Medijska istraživanja, Numero 30, 2024, ISSN 1846-6605
Editore: Media Research
DOI: 10.22572/MI.30.2.1

Other (2)

SyntaxFest 2025: 5 Events for 1 Fest of Empirical Syntax

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

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

Autori: Horvat, Marjan; Koražija, Jure; Babnik, Jan; Skvorc, Tadej; Robnik-Šikonja, Marko

Monographic books (1)

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

Autori: Dobrovoljc Kaja, Terčon Luka
Pubblicato in: 2025, ISBN 978-961-297-636-1
Editore: Založba Univerze v Ljubljani.
DOI: 10.4312/9789612976361