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 .
Deliverables
Pre-trained adapters for Germanic languages, to be used with existing LLMs and the TrustLLM models.
Data formatting pipeline (opens in new window)Pipeline for formatting data as a preparation for LLM training.
Initial training code (opens in new window)First version of parallel training code for training LLMs on European HPC systems
Multi-dimensional evaluation metric for text generation (opens in new window)An evaluation process usable in an online environment for generated texts testing reliability, accuracy, fluency, etc.
Methods for factual correctness based on retriever modelling (opens in new window)Report and software framework for LLM with factual correctness (Version 1) based on retriever-based modelling.
Quality filtering and deduplication pipeline (opens in new window)Pipeline for doing quality filtering and deduplication of data as a preparation for LLM training.
Multilingual datasets for instruction fine-tuning.
Bias Dataset (opens in new window)An evaluation dataset quantifying the models’ potential biases toward minority groups
Benchmarking Platform (opens in new window)Open-source software package allowing for automatic benchmarking using the evaluation datasets developed in the project.
Germanic Language Modelling Evaluation Dataset (opens in new window)An evaluation dataset quantifying the models’ general Germanic linguistic capabilities.
Printed and digital material for C&D, for example flyers, posters, social media posts and videos
Project Handbook (opens in new window)Outline of planned management procedures, tools, project roles and responsibilities.
IPR Management Plan (opens in new window)Detailed IPR management plan
Strategic plan for communication and dissemination (opens in new window)Initial plan for strategic communication and dissemination, to be yearly updated (internally)
Design Five Use Cases (opens in new window)A report detailing the design for each of the use cases
Detailed data management plan, including the plans for open source and open access publishing, V2
Data Management Plan (opens in new window)Detailed data management plan, including the plans for open source and open access publishing
Publications
Author(s):
Ehsan Doostmohammadi, Oskar Holmström, Marco Kuhlmann
Published in:
Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Publisher:
Association for Computational Linguistics
DOI:
10.18653/V1/2024.FINDINGS-EMNLP.367
Author(s):
Annika Simonsen, Dan Saattrup Nielsen, Hafsteinn Einarsson
Published in:
2025
Publisher:
Proceedings of the Third Workshop on Resources and Representations for Under-Resourced Languages and Domains (RESOURCEFUL-2025)
Author(s):
Mehdi Ali, Michael Fromm, Klaudia Thellmann, Richard Rutmann, Max Lübbering, Johannes Leveling, Katrin Klug, Jan Ebert, Niclas Doll, Jasper Buschhoff, Charvi Jain, Alexander Weber, Lena Jurkschat, Hammam Abdelwahab, Chelsea John, Pedro Ortiz Suarez, Malte
Published in:
Findings of the Association for Computational Linguistics: NAACL 2024, 2024
Publisher:
Association for Computational Linguistics
DOI:
10.18653/V1/2024.FINDINGS-NAACL.247
Author(s):
Alexander Arno Weber, Klaudia Thellmann, Jan Ebert, Nicolas Flores-Herr, Jens Lehmann, Michael Fromm, Mehdi Ali
Published in:
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Publisher:
Association for Computational Linguistics
DOI:
10.18653/V1/2024.EMNLP-MAIN.1159
Author(s):
Bakker, R. M., & Di Scala, D. L.
Published in:
First International Workshop on Generative Neuro-Symbolic AI, co-located with ESWC, Issue Vol. 4, p. 7, 2024
Publisher:
CEUR-WS
Author(s):
Jiangtao Wang, Jan Ebert, Oleg Filatov, Stefan Kesselheim
Published in:
ICML'24 Workshop on Advancing Neural Network Training (WANT), 2025
Publisher:
arXiV
DOI:
10.48550/ARXIV.2504.03655
Author(s):
Romina Oji, Jenny Kunz
Published in:
Proceedings of the Joint 25th Nordic Conference on Computational Linguistics and 11th Baltic Conference on Human Language Technologies (NoDaLiDa/Baltic-HLT 2025), 2025
Publisher:
University of Tartu Library
Author(s):
Shangrui Nie, Michael Fromm, Charles Welch, Rebekka Görge, Akbar Karimi, Joan Plepi, Nazia Mowmita, Nicolas Flores-Herr, Mehdi Ali, Lucie Flek
Published in:
2024
Publisher:
Association for Computational Linguistics
DOI:
10.18653/V1/2024.C3NLP-1.6
Author(s):
Jenny Kunz
Published in:
Proceedings of the Joint 25th Nordic Conference on Computational Linguistics and 11th Baltic Conference on Human Language Technologies (NoDaLiDa/Baltic-HLT 2025), 2025
Publisher:
University of Tartu Library
Author(s):
Jenny Kunz, Oskar Holmström
Published in:
Proceedings of the 1st Workshop on Modular and Open Multilingual NLP (MOOMIN 2024), 2024
Publisher:
Association for Computational Linguistics
Author(s):
Dan Saattrup Nielsen, Kenneth Enevoldsen, Peter Schneider-Kamp
Published in:
2025
Publisher:
Proceedings of the Joint 25th Nordic Conference on Computational Linguistics and 11th Baltic Conference on Human Language Technologies (NoDaLiDa/Baltic-HLT 2025)
Author(s):
Bakker, R. M., Di Scala, D. L., & de Boer, M. H. T.
Published in:
Proceedings of the 3rd NLP4KGC International Workshop on Natural Language Processing for Knowledge Graph Creation, colocated with Semantics, Issue pp. 17-19, 2024
Publisher:
CEUR-WS
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