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We are the Language and Multimodal Processing Group at the Department of Computer Science at the University of Copenhagen. Our recent work includes representation learning for multilingual and multimodal data, resource creation, and language modelling.
News
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December 01, 2025
Mike Zhang has joined the group as a Postdoc.
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November 11, 2025
One paper accepted to WACV on sequential image-text modelling. Congratulations Danae!
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September 26, 2025
Jonas defended his Ph.D thesis with unanimous agreement by the assessment committee. Congratulations Jonas!
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September 01, 2025
Nathalie Hau Sørensen has joined the group as a Ph.D student.
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September 01, 2025
Maria Vlachou has joined the group as a Postdoc.
Research Areas
Vision-Language Models
Design, understand, and evaluate vision-language models
Retrieval Augmentation
Retrieval augmented generation in multimodal and text-only settings.
Pixel Language Models
We are developing language models that can process any written language.
Recent Publications
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2026 |
ImageChain: Advancing Sequential Image-to-Text Reasoning in Multimodal Large Language Models.
Danae Sanchez Villegas, Ingo Ziegler, and Desmond Elliott. Proceedings of WACV. |
|
2025 |
Multilingual Pretraining for Pixel Language Models.
Ilker Kesen, Jonas F. Lotz, Ingo Ziegler, Phillip Rust, and Desmond Elliott. Proceedings of EMNLP. |
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2025 |
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation.
Ingo Ziegler, Abdullatif Köksal, Desmond Elliott, and Hinrich Schütze. Transactions of the ACL. |
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2025 |
LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks.
Anna Bavaresco, Raffaella Bernardi, Leonardo Bertolazzi, Desmond Elliott, Raquel Fernández, Albert Gatt, Esam Ghaleb, Mario Giulianelli, Michael Hanna, Alexander Koller, Andre Martins, Philipp Mondorf, Vera Neplenbroek, Sandro Pezzelle, Barbara Plank, David Schlangen, Alessandro Suglia, Aditya K Surikuchi, Ece Takmaz, and Alberto Testoni. Proceedings of ACL. |
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2025 |
Can Community Notes Replace Professional Fact-Checkers?.
Nadav Borenstein, Greta Warren, Desmond Elliott, and Isabelle Augenstein. Proceedings of ACL. |
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2025 |
Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era.
Dan Oneata, Desmond Elliott, and Stella Frank. Findings of ACL. |
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2025 |
How Do Multilingual Language Models Remember Facts?.
Constanza Fierro, Negar Foroutan, Desmond Elliott, and Anders Søgaard. Findings of ACL. |
|
2025 |
Effective Machine Learning Techniques for Non-English Radiology Report Classification: A Danish Case Study.
Alice Schiavone, Lea Marie Pehrson, Silvia Ingala, Rasmus Bonnevie, Marco Fraccaro, Dana Li, Michael Bachmann Nielsen, and Desmond Elliott. AI 6(2). |
Faculty
Postdocs
Ph.D Students
Nathalie Hau Sørensen
(co-advised with Bolette Pedersen)Konstantin Dobler
(co-advised with Gerard de Melo)Hannah Claus
(co-advised with Anna Korhonen)
Mehmet Onurcan Kaya
(co-advised with Dimitrios Papadopoulos)Monica Riedler
(co-advised with A. Sophia Koepke)Collaborators
Stella Frank
University of Copenhagen
Bruno Martins
Instituto Superior Técnico
CoAStaL
University of Copenhagen
Alumni
Wenyan Li
Ph.D 2025
Jonas F. Lotz
Ph.D 2025.
Now at DSV
Rita Ramos
Ph.D 2025.
Now at Apple
Alice Schiavone
Research Assistant.
Now at NRU.
Elham Pezhhan
Visiting Ph.D Student.
Data Scientist at Vattenfall
Mitja Nikolaus
Visiting Student.
Postdoc at Paul Sabatier University