LAMP: Home

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

July 01, 2024
Israfel Salazar has the group as a Ph.D Fellow.
June 01, 2024
Ingo Ziegler has the group as a Ph.D Fellow.
May 16, 2024
One paper accepted at ACL on retrieval robustness in retrieval-augmented image captioning. Congratulations to Wenyan!
April 27, 2024
One paper accepted at MIDL on radiology report classification.
March 13, 2024
Two papers accepted at NAACL on multilingual retrieval-augmented image captioning, and sequential compositional generalization in multimodal models. Congratulations to Rita and Semih!

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Research Areas

Pixel Language Models

We are developing language models that can process any written language.

Retrieval Augmentation

Retrieval augmentation of multimodal models for image captioning.

Multilingual Multimodality

Design, understand, and evaluate multimodality in multilingual models

Recent Publications

2024	Understanding Retrieval Robustness for Retrieval-augmented Image Captioning. Wenyan Li, Jiaang Li, Rita Ramos, Raphael Tang, and Desmond Elliott. Proceedings of ACL.
2024	Classification of Medical Text in Small and Imbalanced Datasets in a Non-English Language. Vincent Beliveau, Helene Kaas, Martin Prener, Claes Ladefoged, Desmond Elliott, Gitte M. Knudsen, Lars H. Pinborg, and Melanie Ganz. Proceedings of MIDL.
2024	Compositional Generalization in Multimodal Models. Semih Yagcioglu, Osman Batur Ince, Aykut Erdem, Erkut Erdem, Desmond Elliott, and Deniz Yuret. Proceedings of NAACL.
2024	PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model. Rita Ramos, Emanuele Bugliarello, Bruno Martins, and Desmond Elliott. Findings of NAACL.
2024	The Role of Data Curation in Image Captioning. Wenyan Li, Jonas Lotz, Chen Qiu, and Desmond Elliott. Proceedings of EACL.