Research output per year
Research output per year
Personal profile
Primary fields of research
My research focuses on building and and understanding multimodal and multilingual models. I have a specific focus on vision and language models, and tokenization-free approaches to NLP.
My research received the Best Long Paper Award at EMNLP 2021 and an Area Chair Favourite paper at COLING 2018.
Teaching
I teach Bachelor and Master's level courses in the department.
I am course-responsible for Advanced Topics in Natural Languge Processing (2019-), Grundlæggende Data Science (2023-), and previously for Data Science (2021-2023).
I contribute to teaching on Natural Language Processing (2023-), Fair and Transparent Machine Learning (2023-), and previously for Information Retrieval (2019-2021).
CV
BSc (Hons) in Computer Science. University of Edinburgh. 2007.
MSc(R) in Computing Science. University of Glasgow. 2011.
Ph.D in Computer Science. University of Edinburgh. 2015.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model
Ramos, R., Bugliarello, E., Martins, B. & Elliott, D., 2024, Findings of the Association for Computational Linguistics: NAACL 2024. Duh, K., Gomez, H. & Bethard, S. (eds.). Association for Computational Linguistics (ACL), p. 3549-3564 16 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile2 Downloads (Pure) -
The Role of Data Curation in Image Captioning
Li, W., Lotz, J. F., Qiu, C. & Elliott, D., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Graham, Y., Purver, M. & Purver, M. (eds.). Association for Computational Linguistics (ACL), p. 1074-1088 15 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile2 Downloads (Pure) -
Understanding Retrieval Robustness for Retrieval-Augmented Image Captioning
Li, W., Li, J., Ramos, R., Tang, R. & Elliott, D., 2024, Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics - Long Papers. Ku, L-W., Martins, A. F. T. & Srikumar, V. (eds.). Association for Computational Linguistics (ACL), Vol. 1. p. 9285-9299 15 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile -
Cleaner Categories Improve Object Detection and Visual-Textual Grounding
Rigoni, D., Elliott, D. & Frank, S., 2023, Image Analysis - 23rd Scandinavian Conference, SCIA 2023, Proceedings. Gade, R., Felsberg, M. & Kämäräinen, J-K. (eds.). Springer, p. 412-442 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13885 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models
Cabello, L., Bugliarello, E., Brandl, S. & Elliott, D., 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 8465-8483Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile8 Downloads (Pure) -
Language Modelling with Pixels
Rust, P., Lotz, J. F., Bugliarello, E., Salesky, E., Lhoneux, M. D. & Elliott, D., 2023, The Eleventh International Conference on Learning Representations. arXiv.org, 32 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile18 Downloads (Pure) -
LMCAP: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting
Ramos, R., Martins, B. & Elliott, D., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 1635-1651Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile2 Citations (Scopus)4 Downloads (Pure) -
MULTIFIN: A Dataset for Multilingual Financial NLP
Jørgensen, R. K., Brandt, O., Hartmann, M., Dai, X., Igel, C. & Elliott, D., 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2023. Association for Computational Linguistics (ACL), p. 864-879Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile33 Downloads (Pure)
Prizes
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Best Long Paper Award
Elliott, Desmond (Recipient) & Bugliarello, Emanuele (Recipient), 10 Nov 2021
Prize: Prizes, scholarships, distinctions
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